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73 74 <title>Patrick T. Komiske III</title> 75</head> 76<body id="top" data-spy="scroll" data-offset="70" data-target="#navbar-main" class="dark"> 77 <aside class="search-results" id="search"> 78 <div class="container"> 79 <section class="search-header"> 80 <div class="row no-gutters justify-content-between mb-3"> 81 <div class="col-6"> 82 <h1>Search</h1> 83 </div> 84 <div class="col-6 col-search-close"> 85 <a class="js-search" href="#"><i class="fas fa-times-circle text-muted" aria-hidden="true"></i></a> 86 </div> 87 </div> 88 <div id="search-box"> 89 <input name="q" id="search-query" placeholder="Search..." autocapitalize="off" 90 autocomplete="off" autocorrect="off" spellcheck="false" type="search"> 91 </div> 92 </section> 93 <section class="section-search-results"> 94 <div id="search-hits"> 95 </div> 96 </section> 97 </div> 98</aside> 99<nav class="navbar navbar-expand-lg navbar-light compensate-for-scrollbar" id="navbar-main"> 100 <div class="container"> 101 <div class="d-none d-lg-inline-flex"> 102 <a class="navbar-brand" href="/">Patrick T. Komiske III</a> 103 </div> 104 <button type="button" class="navbar-toggler" data-toggle="collapse" 105 data-target="#navbar-content" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation"> 106 <span><i class="fas fa-bars"></i></span> 107 </button> 108 <div class="navbar-brand-mobile-wrapper d-inline-flex d-lg-none"> 109 <a class="navbar-brand" href="/">Patrick T. Komiske III</a> 110 </div> 111 <div class="navbar-collapse main-menu-item collapse justify-content-start" id="navbar-content"> 112 <ul class="navbar-nav d-md-inline-flex"> 113 <li class="nav-item"> 114 <a class="nav-link " href="/#about" data-target="#about"><span>Home</span></a> 115 </li> 116 <li class="nav-item"> 117 <a class="nav-link " href="/publication"><span>Publications</span></a> 118 </li> 119 <li class="nav-item"> 120 <a class="nav-link " href="/talk"><span>Talks</span></a> 121 </li> 122 <li class="nav-item"> 123 <a class="nav-link " href="/#projects" data-target="#projects"><span>Projects</span></a> 124 </li> 125 <li class="nav-item"> 126 <a class="nav-link " href="/#experience" data-target="#experience"><span>Experience</span></a> 127 </li> 128 <li class="nav-item"> 129 <a class="nav-link " href="/#contact" data-target="#contact"><span>Contact</span></a> 130 </li> 131 <li class="nav-item"> 132 <a class="nav-link " href="/files/Patrick_T_Komiske_III_Resume.pdf"><span>Resume</span></a> 133 </li> 134 <li class="nav-item"> 135 <a class="nav-link " href="/files/Patrick_T_Komiske_III_CV.pdf"><span>CV</span></a> 136 </li> 137 </ul> 138 </div> 139 <ul class="nav-icons navbar-nav flex-row ml-auto d-flex pl-md-2"> 140 <li class="nav-item"> 141 <a class="nav-link js-search" href="#" aria-label="Search"><i class="fas fa-search" aria-hidden="true"></i></a> 142 </li> 143 </ul> 144 </div> 145</nav> 146<span class="js-widget-page d-none"></span> 147 <section id="about" class="home-section wg-about " > 148 <div class="container"> 149<div class="row"> 150 <div class="col-12 col-lg-4"> 151 <div id="profile"> 152 <img class="avatar avatar-circle" src="/author/avatar_hu6556952084f5f3297a87ed6471b61ed2_493564_270x270_fill_q90_lanczos_center.jpg" alt=""> 153 <div class="portrait-title"> 154 <h2></h2> 155 <h3>PhD Candidate in Physics</h3> 156 <h3> 157 <span>Center for Theoretical Physics</span> 158 </h3> 159 <h3> 160 <span>Massachusetts Institute of Technology</span> 161 </h3> 162 </div> 163 <ul class="network-icon" aria-hidden="true"> 164 <li> 165 <a href="/#contact" > 166 <i class="fas fa-envelope big-icon"></i> 167 </a> 168 </li> 169 <li> 170 <a href="https://github.com/pkomiske" target="_blank" rel="noopener"> 171 <i class="fab fa-github big-icon"></i> 172 </a> 173 </li> 174 <li> 175 <a href="https://inspirehep.net/authors/1653401" target="_blank" rel="noopener"> 176 <i class="ai ai-inspire big-icon"></i> 177 </a> 178 </li> 179 <li> 180 <a href="https://scholar.google.com/citations?user=0LrxfokAAAAJ&hl=en&oi=sra" target="_blank" rel="noopener"> 181 <i class="ai ai-google-scholar big-icon"></i> 182 </a> 183 </li> 184 <li> 185 <a href="https://arxiv.org/search/?searchtype=author&query=Komiske%2C+P" target="_blank" rel="noopener"> 186 <i class="ai ai-arxiv big-icon"></i> 187 </a> 188 </li> 189 <li> 190 <a href="https://www.linkedin.com/in/pkomiske/" target="_blank" rel="noopener"> 191 <i class="fab fa-linkedin big-icon"></i> 192 </a> 193 </li> 194 <li> 195 <a href="https://orcid.org/0000-0002-2983-9518" target="_blank" rel="noopener"> 196 <i class="ai ai-orcid big-icon"></i> 197 </a> 198 </li> 199 </ul> 200 </div> 201 </div> 202 <div class="col-12 col-lg-8"> 203 <h1>About Me</h1> 204 <p>
204I am a PhD candidate in the 205<a href="http://www-ctp.mit.edu/" target="_blank" rel="noopener">Center for Theoretical Physics</a> at MIT. I am interested in using the tools of quantum field theory and machine learning to study fundamental particle physics.</p> 206<p>Much of my research focuses on physics relevant at the Large Hadron Collider, including jet physics, QCD, and new physics searches. My collaborators and I have developed several novel tools and algorithms for use at the LHC, some of which are highlighted on this page.</p> 207 <div class="row"> 208 <div class="col-md-5"> 209 <h3>Interests</h3> 210 <ul class="ul-interests"> 211 <li> 212 Particle Physics 213 <ul> 214 <li>Quantum Field Theory</li> 215 <li>Collider Physics</li> 216 <li>Jets and QCD</li> 217 </ul> 218 </li> 219 <li> 220 Data Science 221 <ul> 222 <li>Machine Learning</li> 223 <li>Optimal Transport</li> 224 </ul> 225 </li> 226 <li> 227 <a href="#projects">Algorithms/Software</a> 228 <ul> 229 </ul> 230 </li> 231 </ul> 232 </div> 233 <div class="col-md-7"> 234 <h3>Education</h3> 235 <ul class="ul-edu fa-ul"> 236 <li> 237 <i class="fa-li fas fa-university"></i> 238 <div class="description"> 239 <p class="course">PhD Candidate in Physics, 2016-</p> 240 <p class="institution">Massachusetts Institute of Technology<br>Advisor: <a href="http://jthaler.net/">Jesse Thaler</a><br></p> 241 </div> 242 </li> 243 <li> 244 <i class="fa-li fas fa-university"></i> 245 <div class="description"> 246 <p class="course">AM in Physics, 2016</p> 247 <p class="institution">Harvard University</p> 248 </div> 249 </li> 250 <li> 251 <i class="fa-li fas fa-university"></i> 252 <div class="description"> 253 <p class="course">AB in Physics and Mathematics, 2016</p> 254 <p class="institution">Harvard University<br><i>summa cum laude</i>, Highest Honors<br>Seconday field in computer science</p> 255 </div> 256 </li> 257 </ul> 258 </div> 259 </div> 260 </div> 261</div> 262 </div> 263 </section> 264 <section id="publications" class="home-section wg-pages bg-image parallax " style="background-image: linear-gradient(rgba(0, 0, 0, 0.65), rgba(0, 0, 0, 0.65)), url('https://pkomiske.com/img/QG_256_plain.jpg');" > 265 <div class="container"> 266<div class="row"> 267 <div class="col-12 col-lg-4 section-heading"> 268 <h1>Publications</h1> 269 </div> 270 <div class="col-12 col-lg-8"> 271 <p>My primary publications are listed below with quick descriptions. Click on a title to get more detailed information about a paper including the abstract and selected figures. Publications can be searched or filtered 272<a href="publication">here</a>. Note that authorship is alphabetical in high-energy physics.</p> 273<p>The background image is a visualization an 274<a href="publication/efns">Energy Flow Network</a> used to classify quark and gluon jets. The sizes and locations of the rings highlight the singularity structure of QCD.</p> 275 <br> 276<div class="card-simple"> 277 <h3 class="article-title mb-1 mt-3"> 278 <a href="/publication/hiddengeometry/">The Hidden Geometry of Particle Collisions</a> 279 </h3> 280<div class="article-metadata"> 281 <div> 282 <span>Patrick T. Komiske</span>, <span>Eric M. Metodiev</span>, <span>Jesse Thaler</span> 283 </div> 284 <span class="article-date"> 285 April 2020 286 </span> 287 <span class="middot-divider"></span> 288 <span class="pub-publication"> 289 <em>Journal of High Energy Physics</em> <strong>07</strong> (2020) 006 290 </span> 291</div> 292 <div class="article-style"> 293 <p>We unify many concepts in collider physics, including infrared and collinear safety, observables, jet finding, pileup mitigation and more, using a geometric language based on the Energy Mover’s Distance. Along the way, we develop new techniques grounded in this geometry, including extensions of observables, new jet-finding algorithms, novel pileup mitigation based on Apollonius diagrams, and a concrete notion of “theory space.”</p> 294 </div> 295 <div class="btn-links"> 296<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/publication/hiddengeometry/hiddengeometry.pdf" target="_blank" rel="noopener"> 297 <i class="fas fa-file-pdf mr-1"></i> 298 PDF 299</a> 300 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://arxiv.org/abs/2004.04159" target="_blank" rel="noopener"> 301 <i class="ai ai-arxiv mr-1"></i> 302 arXiv 303 </a> 304 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://inspirehep.net/literature/1790702" target="_blank" rel="noopener"> 305 <i class="ai ai-inspire mr-1"></i> 306 iNSPIRE 307 </a> 308<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://doi.org/10.1007/JHEP07%282020%29006" target="_blank" rel="noopener"> 309 <i class="fas fa-link mr-1"></i> 310 DOI 311</a> 312<button type="button" class="btn btn-outline-primary my-1 mr-1 btn-sm js-cite-modal" 313 data-filename="/publication/hiddengeometry/cite.bib"> 314 <i class="fas fa-file-export mr-1"></i> 315 Cite 316</button> 317 </div> 318</div> 319<div class="card-simple"> 320 <h3 class="article-title mb-1 mt-3"> 321 <a href="/publication/omnifold/">OmniFold: A Method to Simultaneously Unfold All Observables</a> 322 </h3> 323<div class="article-metadata"> 324 <div> 325 <span>Anders Andreassen</span>, <span>Patrick T. Komiske</span>, <span>Eric M. Metodiev</span>, <span>Benjamin Nachman</span>, <span>Jesse Thaler</span> 326 </div> 327 <span class="article-date"> 328 November 2019 329 </span> 330 <span class="middot-divider"></span> 331 <span class="pub-publication"> 332 <em>Phys. Rev. Lett.</em> <strong>124</strong> (2020) 182001 333 </span> 334</div> 335 <div class="article-style"> 336 <p>We develop OmniFold, an ML-based unfolding technique that can incorporate full-phase-space information, works without binning, and can avoid choosing specific observables.</p> 337 </div> 338 <div class="btn-links"> 339<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/publication/omnifold/omnifold.pdf" target="_blank" rel="noopener"> 340 <i class="fas fa-file-pdf mr-1"></i> 341 PDF 342</a> 343 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://arxiv.org/abs/1911.09107" target="_blank" rel="noopener"> 344 <i class="ai ai-arxiv mr-1"></i> 345 arXiv 346 </a> 347 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://inspirehep.net/literature/1766424" target="_blank" rel="noopener"> 348 <i class="ai ai-inspire mr-1"></i> 349 iNSPIRE 350 </a> 351 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://doi.org/10.5281/zenodo.3548091" target="_blank" rel="noopener"> 352 <i class="fas fa-database mr-1"></i> 353 Datasets 354 </a> 355 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://github.com/ericmetodiev/OmniFold" target="_blank" rel="noopener"> 356 <i class="fab fa-github mr-1"></i> 357 GitHub 358 </a> 359<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://doi.org/10.1103/PhysRevLett.124.182001" target="_blank" rel="noopener"> 360 <i class="fas fa-link mr-1"></i> 361 DOI 362</a> 363<button type="button" class="btn btn-outline-primary my-1 mr-1 btn-sm js-cite-modal" 364 data-filename="/publication/omnifold/cite.bib"> 365 <i class="fas fa-file-export mr-1"></i> 366 Cite 367</button> 368 </div> 369</div> 370<div class="card-simple"> 371 <h3 class="article-title mb-1 mt-3"> 372 <a href="/publication/cutmultcorr/">Cutting Multiparticle Correlators Down to Size</a> 373 </h3> 374<div class="article-metadata"> 375 <div> 376 <span>Patrick T. Komiske</span>, <span>Eric M. Metodiev</span>, <span>Jesse Thaler</span> 377 </div> 378 <span class="article-date"> 379 November 2019 380 </span> 381 <span class="middot-divider"></span> 382 <span class="pub-publication"> 383 <em>Phys. Rev.</em> <strong>D101</strong> (2020) 036019 384 </span> 385</div> 386 <div class="article-style"> 387 <p>We show that a broad class of mathematical objects, multiparticle correlators, can be manipulated by “cutting” the vertices and edges of their graphical representation, leading to many identities, computational speedups, and surprising connections to string theory.</p> 388 </div> 389 <div class="btn-links"> 390<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/publication/cutmultcorr/cutmultcorr.pdf" target="_blank" rel="noopener"> 391 <i class="fas fa-file-pdf mr-1"></i> 392 PDF 393</a> 394 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://arxiv.org/abs/1911.04491" target="_blank" rel="noopener"> 395 <i class="ai ai-arxiv mr-1"></i> 396 arXiv 397 </a> 398 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://inspirehep.net/literature/1764343" target="_blank" rel="noopener"> 399 <i class="ai ai-inspire mr-1"></i> 400 iNSPIRE 401 </a> 402 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://github.com/pkomiske/EnergyFlow/blob/master/energyflow/efm.py" target="_blank" rel="noopener"> 403 <i class="fab fa-github mr-1"></i> 404 GitHub 405 </a> 406 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://energyflow.network/docs/efm/" target="_blank" rel="noopener"> 407 <i class="fas fa-file-alt mr-1"></i> 408 Docs 409 </a> 410<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://doi.org/10.1103/PhysRevD.101.036019" target="_blank" rel="noopener"> 411 <i class="fas fa-link mr-1"></i> 412 DOI 413</a> 414<button type="button" class="btn btn-outline-primary my-1 mr-1 btn-sm js-cite-modal" 415 data-filename="/publication/cutmultcorr/cite.bib"> 416 <i class="fas fa-file-export mr-1"></i> 417 Cite 418</button> 419 </div> 420</div> 421<div class="card-simple"> 422 <h3 class="article-title mb-1 mt-3"> 423 <a href="/publication/cmsodemd/">Exploring the Space of Jets with CMS Open Data</a> 424 </h3> 425<div class="article-metadata"> 426 <div> 427 <span>Patrick T. Komiske</span>, <span>Radha Mastandrea</span>, <span>Eric M. Metodiev</span>, <span>Preksha Naik</span>, <span>Jesse Thaler</span> 428 </div> 429 <span class="article-date"> 430 August 2019 431 </span> 432 <span class="middot-divider"></span> 433 <span class="pub-publication"> 434 <em>Phys. Rev.</em> <strong>D101</strong> (2020) 034009 435 </span> 436</div> 437 <div class="article-style"> 438 <p>We explore the <a href="http://doi.org/10.7483/OPENDATA.CMS.UP77.P6PQ">CMS 2011A Jet Primary Dataset</a> using standard jet substructure observables as well as the Energy Mover’s Distance. Our reprocessed datasets and analysis code are made public to facilitate future Open Data studies.</p> 439 </div> 440 <div class="btn-links"> 441<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/publication/cmsodemd/cmsodemd.pdf" target="_blank" rel="noopener"> 442 <i class="fas fa-file-pdf mr-1"></i> 443 PDF 444</a> 445 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://arxiv.org/abs/1908.08542" target="_blank" rel="noopener"> 446 <i class="ai ai-arxiv mr-1"></i> 447 arXiv 448 </a> 449 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://inspirehep.net/literature/1750786" target="_blank" rel="noopener"> 450 <i class="ai ai-inspire mr-1"></i> 451 iNSPIRE 452 </a> 453 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://doi.org/10.5281/zenodo.3340205" target="_blank" rel="noopener"> 454 <i class="fas fa-database mr-1"></i> 455 Datasets 456 </a> 457 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://github.com/pkomiske/MOD" target="_blank" rel="noopener"> 458 <i class="fab fa-github mr-1"></i> 459 GitHub 460 </a> 461 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://energyflow.network/docs/datasets/" target="_blank" rel="noopener"> 462 <i class="fas fa-file-alt mr-1"></i> 463 Docs 464 </a> 465<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://doi.org/10.1103/PhysRevD.101.034009" target="_blank" rel="noopener"> 466 <i class="fas fa-link mr-1"></i> 467 DOI 468</a> 469<button type="button" class="btn btn-outline-primary my-1 mr-1 btn-sm js-cite-modal" 470 data-filename="/publication/cmsodemd/cite.bib"> 471 <i class="fas fa-file-export mr-1"></i> 472 Cite 473</button> 474 </div> 475</div> 476<div class="card-simple"> 477 <h3 class="article-title mb-1 mt-3"> 478 <a href="/publication/topcompare/">The Machine Learning Landscape of Top Taggers</a> 479 </h3> 480<div class="article-metadata"> 481 <div> 482 <span>Gregor Kasieczka (ed)</span>, <span>Tilman Plehn (ed)</span>, <span>et al.</span> 483 </div> 484 <span class="article-date"> 485 February 2019 486 </span> 487 <span class="middot-divider"></span> 488 <span class="pub-publication"> 489 <em>SciPost Physics</em> <strong>
4897</strong> (2019) 014 490 </span> 491</div> 492 <div class="article-style"> 493 <p>A community report on a variety of ML top taggers to which we contributed a PFN, EFN, and EFP model.</p> 494 </div> 495 <div class="btn-links"> 496<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/publication/topcompare/topcompare.pdf" target="_blank" rel="noopener"> 497 <i class="fas fa-file-pdf mr-1"></i> 498 PDF 499</a> 500 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://arxiv.org/abs/1902.09914" target="_blank" rel="noopener"> 501 <i class="ai ai-arxiv mr-1"></i> 502 arXiv 503 </a> 504 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://inspirehep.net/literature/1722059" target="_blank" rel="noopener"> 505 <i class="ai ai-inspire mr-1"></i> 506 iNSPIRE 507 </a> 508<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://doi.org/10.21468/SciPostPhys.7.1.014" target="_blank" rel="noopener"> 509 <i class="fas fa-link mr-1"></i> 510 DOI 511</a> 512<button type="button" class="btn btn-outline-primary my-1 mr-1 btn-sm js-cite-modal" 513 data-filename="/publication/topcompare/cite.bib"> 514 <i class="fas fa-file-export mr-1"></i> 515 Cite 516</button> 517 </div> 518</div> 519<div class="card-simple"> 520 <h3 class="article-title mb-1 mt-3"> 521 <a href="/publication/emd/">The Metric Space of Collider Events</a> 522 </h3> 523<div class="article-metadata"> 524 <div> 525 <span>Patrick T. Komiske</span>, <span>Eric M. Metodiev</span>, <span>Jesse Thaler</span> 526 </div> 527 <span class="article-date"> 528 February 2019 529 </span> 530 <span class="middot-divider"></span> 531 <span class="pub-publication"> 532 <em>Phys. Rev. Lett.</em> <strong>123</strong> (2019) 041801 533 </span> 534</div> 535 <div class="article-style"> 536 <p>We develop a metric, the Energy Mover’s Distance (EMD), on the space of events that, intuitively, is the amount of “work” required to rearrange one event into another. Many techniques that require a pairwise distance between objects can now be applied to collider events, including quantifying event distortion, classification based on density estimation, and studying the space of events itself.</p> 537 </div> 538 <div class="btn-links"> 539<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/publication/emd/emd.pdf" target="_blank" rel="noopener"> 540 <i class="fas fa-file-pdf mr-1"></i> 541 PDF 542</a> 543 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://arxiv.org/abs/1902.02346" target="_blank" rel="noopener"> 544 <i class="ai ai-arxiv mr-1"></i> 545 arXiv 546 </a> 547 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://inspirehep.net/literature/1718881" target="_blank" rel="noopener"> 548 <i class="ai ai-inspire mr-1"></i> 549 iNSPIRE 550 </a> 551 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://github.com/pkomiske/EnergyFlow/blob/master/energyflow/emd.py" target="_blank" rel="noopener"> 552 <i class="fab fa-github mr-1"></i> 553 GitHub 554 </a> 555 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://energyflow.network/docs/emd/" target="_blank" rel="noopener"> 556 <i class="fas fa-file-alt mr-1"></i> 557 Docs 558 </a> 559<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://doi.org/10.1103/PhysRevLett.123.041801" target="_blank" rel="noopener"> 560 <i class="fas fa-link mr-1"></i> 561 DOI 562</a> 563<button type="button" class="btn btn-outline-primary my-1 mr-1 btn-sm js-cite-modal" 564 data-filename="/publication/emd/cite.bib"> 565 <i class="fas fa-file-export mr-1"></i> 566 Cite 567</button> 568 </div> 569</div> 570<div class="card-simple"> 571 <h3 class="article-title mb-1 mt-3"> 572 <a href="/publication/efns/">Energy Flow Networks: Deep Sets for Particle Jets</a> 573 </h3> 574<div class="article-metadata"> 575 <div> 576 <span>Patrick T. Komiske</span>, <span>Eric M. Metodiev</span>, <span>Jesse Thaler</span> 577 </div> 578 <span class="article-date"> 579 October 2018 580 </span> 581 <span class="middot-divider"></span> 582 <span class="pub-publication"> 583 <em>Journal of High Energy Physics</em> <strong>01</strong> (2019) 121 584 </span> 585</div> 586 <div class="article-style"> 587 <p>We adapt and specialize the Deep Sets neural network architecture for use with collider events, since the particles in an event naturally form a variable length, unordered set of objects. Our resulting Energy Flow Networks (EFNs) and Particle Flow Networks (PFNs) are incredibly powerful and simple architectures for use in collider physics.</p> 588 </div> 589 <div class="btn-links"> 590<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/publication/efns/efns.pdf" target="_blank" rel="noopener"> 591 <i class="fas fa-file-pdf mr-1"></i> 592 PDF 593</a> 594 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://arxiv.org/abs/1810.05165" target="_blank" rel="noopener"> 595 <i class="ai ai-arxiv mr-1"></i> 596 arXiv 597 </a> 598 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://inspirehep.net/literature/1698236" target="_blank" rel="noopener"> 599 <i class="ai ai-inspire mr-1"></i> 600 iNSPIRE 601 </a> 602 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://doi.org/10.5281/zenodo.3164691" target="_blank" rel="noopener"> 603 <i class="fas fa-database mr-1"></i> 604 Datasets 605 </a> 606 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://github.com/pkomiske/EnergyFlow/blob/master/energyflow/archs/efn.py" target="_blank" rel="noopener"> 607 <i class="fab fa-github mr-1"></i> 608 GitHub 609 </a> 610 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://energyflow.network/docs/archs/" target="_blank" rel="noopener"> 611 <i class="fas fa-file-alt mr-1"></i> 612 Docs 613 </a> 614<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://doi.org/10.1007/JHEP01%282019%29121" target="_blank" rel="noopener"> 615 <i class="fas fa-link mr-1"></i> 616 DOI 617</a> 618<button type="button" class="btn btn-outline-primary my-1 mr-1 btn-sm js-cite-modal" 619 data-filename="/publication/efns/cite.bib"> 620 <i class="fas fa-file-export mr-1"></i> 621 Cite 622</button> 623 </div> 624</div> 625<div class="card-simple"> 626 <h3 class="article-title mb-1 mt-3"> 627 <a href="/publication/operationalqgdef/">An operational definition of quark and gluon jets</a> 628 </h3> 629<div class="article-metadata"> 630 <div> 631 <span>Patrick T. Komiske</span>, <span>Eric M. Metodiev</span>, <span>Jesse Thaler</span> 632 </div> 633 <span class="article-date"> 634 September 2018 635 </span> 636 <span class="middot-divider"></span> 637 <span class="pub-publication"> 638 <em>Journal of High Energy Physics</em> <strong>11</strong> (2018) 059 639 </span> 640</div> 641 <div class="article-style"> 642 <p>We develop a precise, practical, hadron-level definition of quark and gluon jets based on topic modeling of two mixed samples of jets. This allows for data-driven extractions of separate quark- and gluon-jet cross sections, among other things.</p> 643 </div> 644 <div class="btn-links"> 645<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/publication/operationalqgdef/operationalqgdef.pdf" target="_blank" rel="noopener"> 646 <i class="fas fa-file-pdf mr-1"></i> 647 PDF 648</a> 649 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://arxiv.org/abs/1809.01140" target="_blank" rel="noopener"> 650 <i class="ai ai-arxiv mr-1"></i> 651 arXiv 652 </a> 653 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://inspirehep.net/literature/1692770" target="_blank" rel="noopener"> 654 <i class="ai ai-inspire mr-1"></i> 655 iNSPIRE 656 </a> 657<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://doi.org/10.1007/JHEP11%282018%29059" target="_blank" rel="noopener"> 658 <i class="fas fa-link mr-1"></i> 659 DOI 660</a> 661<button type="button" class="btn btn-outline-primary my-1 mr-1 btn-sm js-cite-modal" 662 data-filename="/publication/operationalqgdef/cite.bib"> 663 <i class="fas fa-file-export mr-1"></i> 664 Cite 665</button> 666 </div> 667</div> 668<div class="card-simple"> 669 <h3 class="article-title mb-1 mt-3"> 670 <a href="/publication/learntoclassify/">Learning to classify from impure samples with high-dimensional data</a> 671 </h3> 672<div class="article-metadata"> 673 <div> 674 <span>Patrick T. Komiske</span>, <span>Eric M. Metodiev</span>, <span>Benjamin Nachman</span>, <span>Matthew D. Schwartz</span> 675 </div> 676 <span class="article-date"> 677 January 2018 678 </span> 679 <span class="middot-divider"></span> 680 <span class="pub-publication"> 681 <em>Phys. Rev.</em> <strong>D98</strong> (2018) 011502 682 </span> 683</div> 684 <div class="article-style"> 685 <p>We study two methods of weakly supervised training in the context of jet classification, extending them to deep neural network architectures. We find that the Classification Without Labels (CWoLa) paradigm outperforms Learning from Label Proportions (LLP).</p> 686 </div> 687 <div class="btn-links"> 688<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/publication/learntoclassify/learntoclassify.pdf" target="_blank" rel="noopener"> 689 <i class="fas fa-file-pdf mr-1"></i> 690 PDF 691</a> 692 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://arxiv.org/abs/1801.10158" target="_blank" rel="noopener"> 693 <i class="ai ai-arxiv mr-1"></i> 694 arXiv 695 </a> 696 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://inspirehep.net/literature/1651455" target="_blank" rel="noopener"> 697 <i class="ai ai-inspire mr-1"></i> 698 iNSPIRE 699 </a> 700<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://doi.org/10.1103/PhysRevD.98.011502" target="_blank" rel="noopener"> 701 <i class="fas fa-link mr-1"></i> 702 DOI 703</a> 704<button type="button" class="btn btn-outline-primary my-1 mr-1 btn-sm js-cite-modal" 705 data-filename="/publication/learntoclassify/cite.bib"> 706 <i class="fas fa-file-export mr-1"></i> 707 Cite 708</button> 709 </div> 710</div> 711<div class="card-simple"> 712 <h3 class="article-title mb-1 mt-3"> 713 <a href="/publication/efps/">Energy Flow Polynomials: A complete linear basis for jet substructure</a> 714 </h3> 715<div class="article-metadata"> 716 <div> 717 <span>Patrick T. Komiske</span>, <span>Eric M. Metodiev</span>, <span>Jesse Thaler</span> 718 </div> 719 <span class="article-date"> 720 December 2017 721 </span> 722 <span class="middot-divider"></span> 723 <span class="pub-publication"> 724 <em>Journal of High Energy Physics</em> <strong>04</strong> (2018) 013 725 </span> 726</div> 727 <div class="article-style"> 728 <p>We develop the Energy Flow Polynomials (EFPs), a set of IRC-safe observables that form an (over)complete basis for any IRC-safe observable. This supports the sufficiency of linear methods for tasks such as classifying different jets, and indeed we find that a linear classifier using EFPs performs surprisingly well on a variety of jet discrimination tasks.</p> 729 </div> 730 <div class="btn-links"> 731<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/publication/efps/efps.pdf" target="_blank" rel="noopener"> 732 <i class="fas fa-file-pdf mr-1"></i> 733 PDF 734</a> 735 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://arxiv.org/abs/1712.07124" target="_blank" rel="noopener"> 736 <i class="ai ai-arxiv mr-1"></i> 737 arXiv 738 </a> 739 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://inspirehep.net/literature/1644358" target="_blank" rel="noopener"> 740 <i class="ai ai-inspire mr-1"></i> 741 iNSPIRE 742 </a> 743 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://github.com/pkomiske/EnergyFlow/blob/master/energyflow/efp.py" target="_blank" rel="noopener"> 744 <i class="fab fa-github mr-1"></i> 745 GitHub 746 </a> 747 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://energyflow.network/docs/efp/" target="_blank" rel="noopener"> 748 <i class="fas fa-file-alt mr-1"></i> 749 Docs 750 </a> 751<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://doi.org/10.1007/JHEP04%282018%29013" target="_blank" rel="noopener"> 752 <i class="fas fa-link mr-1"></i> 753 DOI 754</a> 755<button type="button" class="btn btn-outline-primary my-1 mr-1 btn-sm js-cite-modal" 756 data-filename="/publication/efps/cite.bib"> 757 <i class="fas fa-file-export mr-1"></i> 758 Cite 759</button> 760 </div> 761</div> 762<div class="card-simple"> 763 <h3 class="article-title mb-1 mt-3"> 764 <a href="/publication/pumml/">
764Pileup Mitigation with Machine Learning (PUMML)</a> 765 </h3> 766<div class="article-metadata"> 767 <div> 768 <span>Patrick T. Komiske</span>, <span>Eric M. Metodiev</span>, <span>Benjamin Nachman</span>, <span>Matthew D. Schwartz</span> 769 </div> 770 <span class="article-date"> 771 July 2017 772 </span> 773 <span class="middot-divider"></span> 774 <span class="pub-publication"> 775 <em>Journal of High Energy Physics</em> <strong>12</strong> (2017) 051 776 </span> 777</div> 778 <div class="article-style"> 779 <p>We develop the PUMML framework for mitigating the contamination from extra protons colliding at the LHC using machine learning. We demonstrate that a convolutional neural network can clean up such contamination at least as well as existing methods, with improvements in robustness across a wide variety of pileup levels.</p> 780 </div> 781 <div class="btn-links"> 782<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/publication/pumml/pumml.pdf" target="_blank" rel="noopener"> 783 <i class="fas fa-file-pdf mr-1"></i> 784 PDF 785</a> 786 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://arxiv.org/abs/1707.08600" target="_blank" rel="noopener"> 787 <i class="ai ai-arxiv mr-1"></i> 788 arXiv 789 </a> 790 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://inspirehep.net/literature/1613324" target="_blank" rel="noopener"> 791 <i class="ai ai-inspire mr-1"></i> 792 iNSPIRE 793 </a> 794 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://doi.org/10.5281/zenodo.2652034" target="_blank" rel="noopener"> 795 <i class="fas fa-database mr-1"></i> 796 Dataset 797 </a> 798 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://github.com/pkomiske/PUMML" target="_blank" rel="noopener"> 799 <i class="fab fa-github mr-1"></i> 800 GitHub 801 </a> 802<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://doi.org/10.1007/JHEP12%282017%29051" target="_blank" rel="noopener"> 803 <i class="fas fa-link mr-1"></i> 804 DOI 805</a> 806<button type="button" class="btn btn-outline-primary my-1 mr-1 btn-sm js-cite-modal" 807 data-filename="/publication/pumml/cite.bib"> 808 <i class="fas fa-file-export mr-1"></i> 809 Cite 810</button> 811 </div> 812</div> 813<div class="card-simple"> 814 <h3 class="article-title mb-1 mt-3"> 815 <a href="/publication/dlincolor/">Deep learning in color: Towards automated quark/gluon jet discrimination</a> 816 </h3> 817<div class="article-metadata"> 818 <div> 819 <span>Patrick T. Komiske</span>, <span>Eric M. Metodiev</span>, <span>Matthew D. Schwartz</span> 820 </div> 821 <span class="article-date"> 822 December 2016 823 </span> 824 <span class="middot-divider"></span> 825 <span class="pub-publication"> 826 <em>Journal of High Energy Physics</em> <strong>01</strong> (2017) 110 827 </span> 828</div> 829 <div class="article-style"> 830 <p>We show for the first time that deep learning is quite successful at discriminating between quark and gluon jets. We use a convolutional neural network trained on jet images and observable large improvements in classification efficiency, as well as rough insensitivity to the mismodeling of quark and gluon jets by Monte Carlo simulations.</p> 831 </div> 832 <div class="btn-links"> 833<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/publication/dlincolor/dlincolor.pdf" target="_blank" rel="noopener"> 834 <i class="fas fa-file-pdf mr-1"></i> 835 PDF 836</a> 837 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://arxiv.org/abs/1612.01551" target="_blank" rel="noopener"> 838 <i class="ai ai-arxiv mr-1"></i> 839 arXiv 840 </a> 841 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://inspirehep.net/literature/1501944" target="_blank" rel="noopener"> 842 <i class="ai ai-inspire mr-1"></i> 843 iNSPIRE 844 </a> 845<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://doi.org/10.1007/JHEP01%282017%29110" target="_blank" rel="noopener"> 846 <i class="fas fa-link mr-1"></i> 847 DOI 848</a> 849<button type="button" class="btn btn-outline-primary my-1 mr-1 btn-sm js-cite-modal" 850 data-filename="/publication/dlincolor/cite.bib"> 851 <i class="fas fa-file-export mr-1"></i> 852 Cite 853</button> 854 </div> 855</div> 856 </div> 857</div> 858 </div> 859 </section> 860 <section id="talks" class="home-section wg-pages " > 861 <div class="container"> 862<div class="row"> 863 <div class="col-12 col-lg-4 section-heading"> 864 <h1>Talks</h1> 865 </div> 866 <div class="col-12 col-lg-8"> 867 <br> 868<div class="media stream-item"> 869 <div class="media-body"> 870 <h3 class="article-title mb-0 mt-0"> 871 <a href="/talk/mitllseminar2021/" >Optimizing Particle Physics with Machine Learning</a> 872 </h3> 873 <div class="stream-meta article-metadata"> 874 <div> 875 <div class="row"> 876 <div class="col-12 col-md-9 white-text"> 877 Seminar (Groups 41 & 89) 878 </div> 879 </div>
880 <span> 881 May 12, 2021 882 </span> 883 <span class="middot-divider"></span> 884 <span>MIT Lincoln Laboratory (virtual)</span> 885 </div> 886 </div> 887 <div class="btn-links"> 888<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/mitllseminar2021/mitllseminar2021.pdf" target="_blank" rel="noopener"> 889 <i class="fas fa-file-pdf mr-1"></i> 890 PDF 891</a> 892 </div> 893 </div> 894 <div class="ml-3"> 895 </div> 896</div> 897<div class="media stream-item"> 898 <div class="media-body"> 899 <h3 class="article-title mb-0 mt-0"> 900 <a href="/talk/cmsmlforum2021/" >OmniFold: Simultaneously Unfolding All Observables with Deep Learning</a> 901 </h3> 902 <div class="stream-meta article-metadata"> 903 <div> 904 <div class="row"> 905 <div class="col-12 col-md-9 white-text"> 906 CMS Machine Learning Forum 907 </div> 908 </div> 909 <span> 910 Feb 10, 2021 911 </span> 912 <span class="middot-divider"></span> 913 <span>Virtual</span> 914 </div> 915 </div> 916 <div class="btn-links"> 917<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/cmsmlforum2021/cmsmlforum2021.pdf" target="_blank" rel="noopener"> 918 <i class="fas fa-file-pdf mr-1"></i> 919 PDF 920</a> 921 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/cmsmlforum2021/cmsmlforum2021.key" > 922 <i class="fab fa-apple mr-1"></i> 923 Keynote 924 </a> 925 </div> 926 </div> 927 <div class="ml-3"> 928 </div> 929</div> 930<div class="media stream-item"> 931 <div class="media-body"> 932 <h3 class="article-title mb-0 mt-0"> 933 <a href="/talk/lhcewjetswg2021/" >OmniFold: Improved Unfolding with Deep Learning</a> 934 </h3> 935 <div class="stream-meta article-metadata"> 936 <div> 937 <div class="row"> 938 <div class="col-12 col-md-9 white-text"> 939 LHC Electroweak and Jets Working Group 940 </div> 941 </div> 942 <span> 943 Feb 8, 2021 944 </span> 945 <span class="middot-divider"></span> 946 <span>Virtual</span> 947 </div> 948 </div> 949 <div class="btn-links"> 950<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/lhcewjetswg2021/lhcewjetswg2021.pdf" target="_blank" rel="noopener"> 951 <i class="fas fa-file-pdf mr-1"></i> 952 PDF 953</a> 954 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/lhcewjetswg2021/lhcewjetswg2021.key" > 955 <i class="fab fa-apple mr-1"></i> 956 Keynote 957 </a> 958<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://indico.cern.ch/event/1000413/" target="_blank" rel="noopener"> 959 <i class="fas fa-handshake mr-1"></i> 960 Event 961</a> 962 </div> 963 </div> 964 <div class="ml-3"> 965 </div> 966</div> 967<div class="media stream-item"> 968 <div class="media-body"> 969 <h3 class="article-title mb-0 mt-0"> 970 <a href="/talk/jeffersonlab2021/" >Simultaneously Unfolding All Observables with Deep Learning</a> 971 </h3> 972 <div class="stream-meta article-metadata"> 973 <div> 974 <div class="row"> 975 <div class="col-12 col-md-9 white-text"> 976 Jefferson Lab Theory Seminar 977 </div> 978 </div> 979 <span> 980 Jan 11, 2021 981 </span> 982 <span class="middot-divider"></span> 983 <span>Virtual</span> 984 </div> 985 </div> 986 <div class="btn-links"> 987<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/jeffersonlab2021/jeffersonlab2021.pdf" target="_blank" rel="noopener"> 988 <i class="fas fa-file-pdf mr-1"></i> 989 PDF 990</a> 991 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/jeffersonlab2021/jeffersonlab2021.key" > 992 <i class="fab fa-apple mr-1"></i> 993 Keynote 994 </a> 995 </div> 996 </div> 997 <div class="ml-3"> 998 </div> 999</div> 1000<div class="media stream-item"> 1001 <div class="media-body"> 1002 <h3 class="article-title mb-0 mt-0"> 1003 <a href="/talk/bsmpandemic2020/" >The Hidden Geometry of Particle Collisions</a> 1004 </h3> 1005 <div class="stream-meta article-metadata"> 1006 <div> 1007 <div class="row"> 1008 <div class="col-12 col-md-9 white-text"> 1009 BSM PANDEMIC Double Feature 1010 </div> 1011 </div>
1012 <span> 1013 Dec 1, 2020 1014 </span> 1015 <span class="middot-divider"></span> 1016 <span>Virtual</span> 1017 </div> 1018 </div> 1019 <div class="btn-links"> 1020<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/bsmpandemic2020/bsmpandemic2020.pdf" target="_blank" rel="noopener"> 1021 <i class="fas fa-file-pdf mr-1"></i> 1022 PDF 1023</a> 1024 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/bsmpandemic2020/bsmpandemic2020.key" > 1025 <i class="fab fa-apple mr-1"></i> 1026 Keynote 1027 </a> 1028<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://indico.cern.ch/event/950690/" target="_blank" rel="noopener"> 1029 <i class="fas fa-handshake mr-1"></i> 1030 Event 1031</a> 1032 </div> 1033 </div> 1034 <div class="ml-3"> 1035 </div> 1036</div> 1037<div class="media stream-item"> 1038 <div class="media-body"> 1039 <h3 class="article-title mb-0 mt-0"> 1040 <a href="/talk/cepc2020/" >Probing QCD with Energy Flow Observables</a> 1041 </h3> 1042 <div class="stream-meta article-metadata"> 1043 <div> 1044 <div class="row"> 1045 <div class="col-12 col-md-9 white-text"> 1046 CEPC Workshop 1047 </div> 1048 </div> 1049 <span> 1050 Oct 27, 2020 1051 </span> 1052 <span class="middot-divider"></span> 1053 <span>Shanghai, China (virtual)</span> 1054 </div> 1055 </div> 1056 <div class="btn-links"> 1057<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/cepc2020/cepc2020.pdf" target="_blank" rel="noopener"> 1058 <i class="fas fa-file-pdf mr-1"></i> 1059 PDF 1060</a> 1061 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/cepc2020/cepc2020.key" > 1062 <i class="fab fa-apple mr-1"></i> 1063 Keynote 1064 </a> 1065<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://indico.ihep.ac.cn/event/11444/" target="_blank" rel="noopener"> 1066 <i class="fas fa-handshake mr-1"></i> 1067 Event 1068</a> 1069 </div> 1070 </div> 1071 <div class="ml-3"> 1072 </div> 1073</div> 1074<div class="media stream-item"> 1075 <div class="media-body"> 1076 <h3 class="article-title mb-0 mt-0"> 1077 <a href="/talk/scfw2020/" >Machine Learning - An Essential Toolkit for Particle Physics</a> 1078 </h3> 1079 <div class="stream-meta article-metadata"> 1080 <div> 1081 <div class="row"> 1082 <div class="col-12 col-md-9 white-text"> 1083 Snowmass Computational Frontier Workshop 1084 </div> 1085 </div> 1086 <span> 1087 Aug 10, 2020 1088 </span> 1089 <span class="middot-divider"></span> 1090 <span>Virtual</span> 1091 </div> 1092 </div> 1093 <div class="btn-links"> 1094<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/scfw2020/scfw2020.pdf" target="_blank" rel="noopener"> 1095 <i class="fas fa-file-pdf mr-1"></i> 1096 PDF 1097</a> 1098 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/scfw2020/scfw2020.key" > 1099 <i class="fab fa-apple mr-1"></i> 1100 Keynote 1101 </a> 1102<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://indico.fnal.gov/event/43829/overview" target="_blank" rel="noopener"> 1103 <i class="fas fa-handshake mr-1"></i> 1104 Event 1105</a> 1106 </div> 1107 </div> 1108 <div class="ml-3"> 1109 </div> 1110</div> 1111<div class="media stream-item"> 1112 <div class="media-body"> 1113 <h3 class="article-title mb-0 mt-0"> 1114 <a href="/talk/genoa2020/" >The Hidden Geometry of Particle Collisions</a> 1115 </h3> 1116 <div class="stream-meta article-metadata"> 1117 <div> 1118 <div class="row"> 1119 <div class="col-12 col-md-9 white-text"> 1120 Particle Physics Phenomenology Series 1121 </div> 1122 </div> 1123 <span> 1124 Jun 4, 2020 1125 </span> 1126 <span class="middot-divider"></span> 1127 <span>Genoa, Italy (virtual)</span> 1128 </div> 1129 </div> 1130 <div class="btn-links"> 1131<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/genoa2020/genoa2020.pdf" target="_blank" rel="noopener"> 1132 <i class="fas fa-file-pdf mr-1"></i> 1133 PDF 1134</a> 1135 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/genoa2020/genoa2020.key" > 1136 <i class="fab fa-apple mr-1"></i> 1137 Keynote 1138 </a> 1139 </div> 1140 </div> 1141 <div class="ml-3"> 1142 </div> 1143</div> 1144<div class="media stream-item"> 1145 <div class="media-body"> 1146 <h3 class="article-title mb-0 mt-0"> 1147 <a href="/talk/ml4jets2020/" >OmniFold: Simultaneously Unfolding All Observables</a> 1148 </h3> 1149 <div class="stream-meta article-metadata"> 1150 <div> 1151 <div class="row"> 1152 <div class="col-12 col-md-9 white-text"> 1153 ML4Jets 2020 1154 </div> 1155 </div>
1156 <span> 1157 Jan 17, 2020 1158 </span> 1159 <span class="middot-divider"></span> 1160 <span>NYU - New York, NY</span> 1161 </div> 1162 </div> 1163 <div class="btn-links"> 1164<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/ml4jets2020/ml4jets2020.pdf" target="_blank" rel="noopener"> 1165 <i class="fas fa-file-pdf mr-1"></i> 1166 PDF 1167</a> 1168 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/ml4jets2020/ml4jets2020.key" > 1169 <i class="fab fa-apple mr-1"></i> 1170 Keynote 1171 </a> 1172<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://indico.cern.ch/event/809820/" target="_blank" rel="noopener"> 1173 <i class="fas fa-handshake mr-1"></i> 1174 Event 1175</a> 1176 </div> 1177 </div> 1178 <div class="ml-3"> 1179 </div> 1180</div> 1181<div class="media stream-item"> 1182 <div class="media-body"> 1183 <h3 class="article-title mb-0 mt-0"> 1184 <a href="/talk/boost2019/" >Cutting Multiparticle Correlators Down to Size</a> 1185 </h3> 1186 <div class="stream-meta article-metadata"> 1187 <div> 1188 <div class="row"> 1189 <div class="col-12 col-md-9 white-text"> 1190 BOOST 2019 1191 </div> 1192 </div> 1193 <span> 1194 Jul 24, 2019 1195 </span> 1196 <span class="middot-divider"></span> 1197 <span>Cambridge, MA</span> 1198 </div> 1199 </div> 1200 <div class="btn-links"> 1201<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/boost2019/boost2019.pdf" target="_blank" rel="noopener"> 1202 <i class="fas fa-file-pdf mr-1"></i> 1203 PDF 1204</a> 1205<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://indico.cern.ch/event/753914/" target="_blank" rel="noopener"> 1206 <i class="fas fa-handshake mr-1"></i> 1207 Event 1208</a> 1209 </div> 1210 </div> 1211 <div class="ml-3"> 1212 </div> 1213</div> 1214<div class="media stream-item"> 1215 <div class="media-body"> 1216 <h3 class="article-title mb-0 mt-0"> 1217 <a href="/talk/chicagoseminar2019/" >The Metric Space of Collider Events</a> 1218 </h3> 1219 <div class="stream-meta article-metadata"> 1220 <div> 1221 <div class="row"> 1222 <div class="col-12 col-md-9 white-text"> 1223 Particle Physics Seminar<br>University of Chicago 1224 </div> 1225 </div> 1226 <span> 1227 May 29, 2019 1228 </span> 1229 <span class="middot-divider"></span> 1230 <span>Chicago, IL</span> 1231 </div> 1232 </div> 1233 <div class="btn-links"> 1234<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/chicagoseminar2019/chicagoseminar2019.pdf" target="_blank" rel="noopener"> 1235 <i class="fas fa-file-pdf mr-1"></i> 1236 PDF 1237</a> 1238 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/chicagoseminar2019/chicagoseminar2019.key" > 1239 <i class="fab fa-apple mr-1"></i> 1240 Keynote 1241 </a> 1242 </div> 1243 </div> 1244 <div class="ml-3"> 1245 </div> 1246</div> 1247<div class="media stream-item"> 1248 <div class="media-body"> 1249 <h3 class="article-title mb-0 mt-0"> 1250 <a href="/talk/lblhep2019/" >Point Cloud Strategies for Boosted Objects</a> 1251 </h3> 1252 <div class="stream-meta article-metadata"> 1253 <div> 1254 <div class="row"> 1255 <div class="col-12 col-md-9 white-text"> 1256 ML-HEP-LBL Meetup 1257 </div> 1258 </div> 1259 <span> 1260 Apr 17, 2019 1261 </span> 1262 <span class="middot-divider"></span> 1263 <span>Berkeley, CA</span> 1264 </div> 1265 </div> 1266 <div class="btn-links"> 1267<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/lblhep2019/lblhep2019.pdf" target="_blank" rel="noopener"> 1268 <i class="fas fa-file-pdf mr-1"></i> 1269 PDF 1270</a> 1271<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://indico.physics.lbl.gov/event/885/" target="_blank" rel="noopener"> 1272 <i class="fas fa-handshake mr-1"></i> 1273 Event 1274</a> 1275 </div> 1276 </div> 1277 <div class="ml-3"> 1278 </div> 1279</div> 1280<div class="media stream-item"> 1281 <div class="media-body"> 1282 <h3 class="article-title mb-0 mt-0"> 1283 <a href="/talk/umdseminar2019/" >The (Metric) Space of Collider Events</a> 1284 </h3> 1285 <div class="stream-meta article-metadata"> 1286 <div> 1287 <div class="row"> 1288 <div class="col-12 col-md-9 white-text"> 1289 Elementary Particle Theory Seminar<br>Maryland Center for Fundamental Physics 1290 </div> 1291 </div>
1292 <span> 1293 Mar 25, 2019 1294 </span> 1295 <span class="middot-divider"></span> 1296 <span>College Park, MD</span> 1297 </div> 1298 </div> 1299 <div class="btn-links"> 1300<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/umdseminar2019/umdseminar2019.pdf" target="_blank" rel="noopener"> 1301 <i class="fas fa-file-pdf mr-1"></i> 1302 PDF 1303</a> 1304 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/umdseminar2019/umdseminar2019.key" > 1305 <i class="fab fa-apple mr-1"></i> 1306 Keynote 1307 </a> 1308 </div> 1309 </div> 1310 <div class="ml-3"> 1311 </div> 1312</div> 1313<div class="media stream-item"> 1314 <div class="media-body"> 1315 <h3 class="article-title mb-0 mt-0"> 1316 <a href="/talk/dlnshamburg/" >The Metric Space of Collider Events</a> 1317 </h3> 1318 <div class="stream-meta article-metadata"> 1319 <div> 1320 <div class="row"> 1321 <div class="col-12 col-md-9 white-text"> 1322 Deep Learning in the Natural Sciences 1323 </div> 1324 </div> 1325 <span> 1326 Mar 1, 2019 1327 </span> 1328 <span class="middot-divider"></span> 1329 <span>Hamburg, Germany</span> 1330 </div> 1331 </div> 1332 <div class="btn-links"> 1333<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/dlnshamburg/dlnshamburg.pdf" target="_blank" rel="noopener"> 1334 <i class="fas fa-file-pdf mr-1"></i> 1335 PDF 1336</a> 1337 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/dlnshamburg/dlnshamburg.key" > 1338 <i class="fab fa-apple mr-1"></i> 1339 Keynote 1340 </a> 1341<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://indico.cern.ch/event/765224/" target="_blank" rel="noopener"> 1342 <i class="fas fa-handshake mr-1"></i> 1343 Event 1344</a> 1345 </div> 1346 </div> 1347 <div class="ml-3"> 1348 </div> 1349</div> 1350<div class="media stream-item"> 1351 <div class="media-body"> 1352 <h3 class="article-title mb-0 mt-0"> 1353 <a href="/talk/cernseminar2019/" >Point Cloud Strategies for Boosted Objects</a> 1354 </h3> 1355 <div class="stream-meta article-metadata"> 1356 <div> 1357 <div class="row"> 1358 <div class="col-12 col-md-9 white-text"> 1359 CERN BSM Forum 1360 </div> 1361 </div> 1362 <span> 1363 Feb 21, 2019 1364 </span> 1365 <span class="middot-divider"></span> 1366 <span>CERN, Switzerland</span> 1367 </div> 1368 </div> 1369 <div class="btn-links"> 1370<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/cernseminar2019/cernseminar2019.pdf" target="_blank" rel="noopener"> 1371 <i class="fas fa-file-pdf mr-1"></i> 1372 PDF 1373</a> 1374 </div> 1375 </div> 1376 <div class="ml-3"> 1377 </div> 1378</div> 1379<div class="media stream-item"> 1380 <div class="media-body"> 1381 <h3 class="article-title mb-0 mt-0"> 1382 <a href="/talk/harvardlunchtalk2018/" >Energy Flow and Jet Substructure</a> 1383 </h3> 1384 <div class="stream-meta article-metadata"> 1385 <div> 1386 <div class="row"> 1387 <div class="col-12 col-md-9 white-text"> 1388 Particle Physics Lunch Talk<br>Harvard University 1389 </div> 1390 </div> 1391 <span> 1392 Nov 28, 2018 1393 </span> 1394 <span class="middot-divider"></span> 1395 <span>Cambridge, MA</span> 1396 </div> 1397 </div> 1398 <div class="btn-links"> 1399<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/harvardlunchtalk2018/harvardlunchtalk2018.pdf" target="_blank" rel="noopener"> 1400 <i class="fas fa-file-pdf mr-1"></i> 1401 PDF 1402</a> 1403 </div> 1404 </div> 1405 <div class="ml-3"> 1406 </div> 1407</div> 1408<div class="media stream-item"> 1409 <div class="media-body"> 1410 <h3 class="article-title mb-0 mt-0"> 1411 <a href="/talk/ml4jets2018/" >Energy Flow Networks: Deep Sets for Particle Jets</a> 1412 </h3> 1413 <div class="stream-meta article-metadata"> 1414 <div> 1415 <div class="row"> 1416 <div class="col-12 col-md-9 white-text"> 1417 Machine Learning for Jet Physics 2018 1418 </div> 1419 </div> 1420 <span> 1421 Nov 15, 2018 1422 </span> 1423 <span class="middot-divider"></span> 1424 <span>Fermilab - Batavia, IL</span> 1425 </div> 1426 </div> 1427 <div class="btn-links"> 1428<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/ml4jets2018/ml4jets2018.pdf" target="_blank" rel="noopener"> 1429 <i class="fas fa-file-pdf mr-1"></i> 1430 PDF 1431</a> 1432<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://indico.cern.ch/event/745718/" target="_blank" rel="noopener"> 1433 <i class="fas fa-handshake mr-1"></i> 1434 Event 1435</a> 1436 </div> 1437 </div> 1438 <div class="ml-3"> 1439 </div> 1440</div> 1441<div class="media stream-item"> 1442 <div class="media-body"> 1443 <h3 class="article-title mb-0 mt-0"> 1444 <a href="/talk/fermilabboostedobjs/" >Point Cloud Strategies for Boosted Tops</a> 1445 </h3> 1446 <div class="stream-meta article-metadata"> 1447 <div> 1448 <div class="row"> 1449 <div class="col-12 col-md-9 white-text"> 1450 Boosted Objects for New Physics Searches 1451 </div> 1452 </div>
1453 <span> 1454 Nov 13, 2018 1455 </span> 1456 <span class="middot-divider"></span> 1457 <span>Fermilab - Batavia, IL</span> 1458 </div> 1459 </div> 1460 <div class="btn-links"> 1461<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/fermilabboostedobjs/fermilabboostedobjs.pdf" target="_blank" rel="noopener"> 1462 <i class="fas fa-file-pdf mr-1"></i> 1463 PDF 1464</a> 1465<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://indico.cern.ch/event/750705/" target="_blank" rel="noopener"> 1466 <i class="fas fa-handshake mr-1"></i> 1467 Event 1468</a> 1469 </div> 1470 </div> 1471 <div class="ml-3"> 1472 </div> 1473</div> 1474<div class="media stream-item"> 1475 <div class="media-body"> 1476 <h3 class="article-title mb-0 mt-0"> 1477 <a href="/talk/ctpjournal2018/" >Analyzing Jet Substructure via Energy Flow</a> 1478 </h3> 1479 <div class="stream-meta article-metadata"> 1480 <div> 1481 <div class="row"> 1482 <div class="col-12 col-md-9 white-text"> 1483 (B)SM/DM/LHC/QCD/ML Journal Club<br>MIT Center for Theoretical Physics 1484 </div> 1485 </div> 1486 <span> 1487 Oct 12, 2018 1488 </span> 1489 <span class="middot-divider"></span> 1490 <span>Cambridge, MA</span> 1491 </div> 1492 </div> 1493 <div class="btn-links"> 1494<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/ctpjournal2018/ctpjournal2018.pdf" target="_blank" rel="noopener"> 1495 <i class="fas fa-file-pdf mr-1"></i> 1496 PDF 1497</a> 1498 </div> 1499 </div> 1500 <div class="ml-3"> 1501 </div> 1502</div> 1503<div class="media stream-item"> 1504 <div class="media-body"> 1505 <h3 class="article-title mb-0 mt-0"> 1506 <a href="/talk/boost2018/" >Energy Flow and Jet Substructure</a> 1507 </h3> 1508 <div class="stream-meta article-metadata"> 1509 <div> 1510 <div class="row"> 1511 <div class="col-12 col-md-9 white-text"> 1512 BOOST 2018 1513 </div> 1514 </div> 1515 <span> 1516 Jul 18, 2018 1517 </span> 1518 <span class="middot-divider"></span> 1519 <span>Paris, France</span> 1520 </div> 1521 </div> 1522 <div class="btn-links"> 1523<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/boost2018/boost2018.pdf" target="_blank" rel="noopener"> 1524 <i class="fas fa-file-pdf mr-1"></i> 1525 PDF 1526</a> 1527<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://indico.cern.ch/event/649482/" target="_blank" rel="noopener"> 1528 <i class="fas fa-handshake mr-1"></i> 1529 Event 1530</a> 1531 </div> 1532 </div> 1533 <div class="ml-3"> 1534 </div> 1535</div> 1536<div class="media stream-item"> 1537 <div class="media-body"> 1538 <h3 class="article-title mb-0 mt-0"> 1539 <a href="/talk/ctplunchtalk/" >(Machine) Learning Jet Physics</a> 1540 </h3> 1541 <div class="stream-meta article-metadata"> 1542 <div> 1543 <div class="row"> 1544 <div class="col-12 col-md-9 white-text"> 1545 Lunch Talk<br>MIT Center for Theoretical Physics 1546 </div> 1547 </div> 1548 <span> 1549 May 18, 2018 1550 </span> 1551 <span class="middot-divider"></span> 1552 <span>Cambridge, MA</span> 1553 </div> 1554 </div> 1555 <div class="btn-links"> 1556<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/ctplunchtalk/ctplunchtalk.pdf" target="_blank" rel="noopener"> 1557 <i class="fas fa-file-pdf mr-1"></i> 1558 PDF 1559</a> 1560 </div> 1561 </div> 1562 <div class="ml-3"> 1563 </div> 1564</div> 1565<div class="media stream-item"> 1566 <div class="media-body"> 1567 <h3 class="article-title mb-0 mt-0"> 1568 <a href="/talk/harvardlunchtalk2017/" >Jet Physics & Modern Machine Learning</a> 1569 </h3> 1570 <div class="stream-meta article-metadata"> 1571 <div> 1572 <div class="row"> 1573 <div class="col-12 col-md-9 white-text"> 1574 Particle Physics Lunch Talk<br>Harvard University 1575 </div> 1576 </div> 1577 <span> 1578 Feb 7, 2018 1579 </span> 1580 <span class="middot-divider"></span> 1581 <span>Cambridge, MA</span> 1582 </div> 1583 </div> 1584 <div class="btn-links"> 1585<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/harvardlunchtalk2017/harvardlunchtalk2017.pdf" target="_blank" rel="noopener"> 1586 <i class="fas fa-file-pdf mr-1"></i> 1587 PDF 1588</a> 1589 </div> 1590 </div> 1591 <div class="ml-3"> 1592 </div> 1593</div> 1594<div class="media stream-item"> 1595 <div class="media-body"> 1596 <h3 class="article-title mb-0 mt-0"> 1597 <a href="/talk/mitjetworkshop/" >Energy Flow Polynomials for Jet Substructure</a> 1598 </h3> 1599 <div class="stream-meta article-metadata"> 1600 <div> 1601 <div class="row"> 1602 <div class="col-12 col-md-9 white-text"> 1603 MIT Jet Workshop 1604 </div> 1605 </div>
1606 <span> 1607 Jan 11, 2018 1608 </span> 1609 <span class="middot-divider"></span> 1610 <span>Cambridge, MA</span> 1611 </div> 1612 </div> 1613 <div class="btn-links"> 1614<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/mitjetworkshop/mitjetworkshop.pdf" target="_blank" rel="noopener"> 1615 <i class="fas fa-file-pdf mr-1"></i> 1616 PDF 1617</a> 1618 </div> 1619 </div> 1620 <div class="ml-3"> 1621 </div> 1622</div> 1623<div class="media stream-item"> 1624 <div class="media-body"> 1625 <h3 class="article-title mb-0 mt-0"> 1626 <a href="/talk/ml4jets2017/" >Linear Jet Tagging with the Energy Flow Basis</a> 1627 </h3> 1628 <div class="stream-meta article-metadata"> 1629 <div> 1630 <div class="row"> 1631 <div class="col-12 col-md-9 white-text"> 1632 Machine Learning for Jet Physics 2017<br>Lawrence Berkeley National Laboratory 1633 </div> 1634 </div> 1635 <span> 1636 Dec 12, 2017 1637 </span> 1638 <span class="middot-divider"></span> 1639 <span>Berkeley, CA</span> 1640 </div> 1641 </div> 1642 <div class="btn-links"> 1643<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/ml4jets2017/ml4jets2017.pdf" target="_blank" rel="noopener"> 1644 <i class="fas fa-file-pdf mr-1"></i> 1645 PDF 1646</a> 1647<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://indico.physics.lbl.gov/indico/event/546/" target="_blank" rel="noopener"> 1648 <i class="fas fa-handshake mr-1"></i> 1649 Event 1650</a> 1651 </div> 1652 </div> 1653 <div class="ml-3"> 1654 </div> 1655</div> 1656<div class="media stream-item"> 1657 <div class="media-body"> 1658 <h3 class="article-title mb-0 mt-0"> 1659 <a href="/talk/ctpjournal2017/" >Quark/Gluon Discrimination with Jet-Images and Deep Learning</a> 1660 </h3> 1661 <div class="stream-meta article-metadata"> 1662 <div> 1663 <div class="row"> 1664 <div class="col-12 col-md-9 white-text"> 1665 BSM/DM/LHC Journal Club<br>MIT Center for Theoretical Physics 1666 </div> 1667 </div> 1668 <span> 1669 Sep 8, 2017 1670 </span> 1671 <span class="middot-divider"></span> 1672 <span>Cambridge, MA</span> 1673 </div> 1674 </div> 1675 <div class="btn-links"> 1676<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/ctpjournal2017/ctpjournal2017.pdf" target="_blank" rel="noopener"> 1677 <i class="fas fa-file-pdf mr-1"></i> 1678 PDF 1679</a> 1680 </div> 1681 </div> 1682 <div class="ml-3"> 1683 </div> 1684</div> 1685<div class="media stream-item"> 1686 <div class="media-body"> 1687 <h3 class="article-title mb-0 mt-0"> 1688 <a href="/talk/boost2017/" >Quark/Gluon Discrimination with Jet-Images and Deep Learning</a> 1689 </h3> 1690 <div class="stream-meta article-metadata"> 1691 <div> 1692 <div class="row"> 1693 <div class="col-12 col-md-9 white-text"> 1694 BOOST 2017 1695 </div> 1696 </div> 1697 <span> 1698 Jul 18, 2017 1699 </span> 1700 <span class="middot-divider"></span> 1701 <span>Buffalo, NY</span> 1702 </div> 1703 </div> 1704 <div class="btn-links"> 1705<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="/talk/boost2017/boost2017.pdf" target="_blank" rel="noopener"> 1706 <i class="fas fa-file-pdf mr-1"></i> 1707 PDF 1708</a> 1709<a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://indico.cern.ch/event/579660/" target="_blank" rel="noopener"> 1710 <i class="fas fa-handshake mr-1"></i> 1711 Event 1712</a> 1713 </div> 1714 </div> 1715 <div class="ml-3"> 1716 </div> 1717</div> 1718 </div> 1719</div> 1720 </div> 1721 </section> 1722 <section id="projects" class="home-section wg-portfolio " > 1723 <div class="container"> 1724<div class="row"> 1725 <div class="col-12 col-lg-4 section-heading"> 1726 <h1>Projects</h1> 1727 </div> 1728 <div class="col-12 col-lg-8"> 1729 <div class=" row js-layout-row "> 1730<div class="col-12 isotope-item "> 1731<div class="media stream-item"> 1732 <div class="media-body"> 1733 <h3 class="article-title mb-0 mt-0"> 1734 <a href="https://energyflow.network" target="_blank" rel="noopener">EnergyFlow</a> 1735 </h3> 1736 <div class="article-style"> 1737 Python package for computing Energy Flow Polynomials, instantiating Energy/Particle Flow Networks, computing the Energy Mover’s Distance between events, and working with particle kinematics in python. 1738 </div> 1739 <div class="stream-meta article-metadata"> 1740 </div> 1741 <div class="btn-links"> 1742 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://energyflow.network" target="_blank" rel="noopener"> 1743 <i class="fas fa-file-alt mr-1"></i> 1744 Docs 1745 </a> 1746 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://github.com/pkomiske/EnergyFlow" target="_blank" rel="noopener"> 1747 <i class="fab fa-github mr-1"></i> 1748 GitHub 1749 </a> 1750 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://pypi.org/project/EnergyFlow/" target="_blank" rel="noopener"> 1751 <i class="fab fa-python mr-1"></i> 1752 PyPI 1753 </a> 1754 </div> 1755 </div> 1756 <div class="ml-3"> 1757 <a href="https://energyflow.network" target="_blank" rel="noopener"> 1758 <img src="/project/energyflow/featured_huc5a8a4afdc9df18cc5020938b988715a_184737_150x0_resize_lanczos_2.png" alt="EnergyFlow"> 1759 </a> 1760 </div> 1761</div> 1762</div> 1763<div class="col-12 isotope-item "> 1764<div class="media stream-item"> 1765 <div class="media-body"> 1766 <h3 class="article-title mb-0 mt-0"> 1767 <a href="/project/eecs/" >EnergyEnergyCorrelators</a> 1768 </h3> 1769 <div class="article-style"> 1770 C++ library with a Python wrapper for computing $N$-point energy-energy correlators and related high-dimensional structures. Utilizes the BOOST histogram library for simple, efficient, and flexible binning of distributions. 1771 </div> 1772 <div class="stream-meta article-metadata"> 1773 </div> 1774 <div class="btn-links"> 1775 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://github.com/pkomiske/EnergyEnergyCorrelators" target="_blank" rel="noopener"> 1776 <i class="fab fa-github mr-1"></i> 1777 GitHub 1778 </a> 1779 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://pypi.org/project/eec/" target="_blank" rel="noopener"> 1780 <i class="fab fa-python mr-1"></i> 1781 PyPI 1782 </a> 1783 </div> 1784 </div> 1785 <div class="ml-3"> 1786 <a href="/project/eecs/" > 1787 <img src="/project/eecs/featured_hu678c123bb80a823ba31eca9287dda611_56681_150x0_resize_lanczos_2.png" alt="EnergyEnergyCorrelators"> 1788 </a> 1789 </div> 1790</div> 1791</div> 1792<div class="col-12 isotope-item "> 1793<div class="media stream-item"> 1794 <div class="media-body"> 1795 <h3 class="article-title mb-0 mt-0"> 1796 <a href="https://energyflow.network" target="_blank" rel="noopener">Wasserstein</a> 1797 </h3> 1798 <div class="article-style"> 1799 A C++ library with a Python wrapper for computing the $p$-Wasserstein distances, known as the Earth Mover’s Distance for $p=1$ and the Energy Mover’s Distance in particle physics. 1800 </div> 1801 <div class="stream-meta article-metadata"> 1802 </div> 1803 <div class="btn-links"> 1804 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://github.com/pkomiske/Wasserstein" target="_blank" rel="noopener"> 1805 <i class="fab fa-github mr-1"></i> 1806 GitHub 1807 </a> 1808 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://pypi.org/project/Wasserstein/" target="_blank" rel="noopener"> 1809 <i class="fab fa-python mr-1"></i> 1810 PyPI 1811 </a> 1812 </div> 1813 </div> 1814 <div class="ml-3"> 1815 <a href="https://energyflow.network" target="_blank" rel="noopener"> 1816 <img src="/project/wasserstein/featured_hu276eab09479f652da2a17ca5e8274c89_35465_150x0_resize_lanczos_2.png" alt="Wasserstein"> 1817 </a> 1818 </div> 1819</div> 1820</div> 1821<div class="col-12 isotope-item "> 1822<div class="media stream-item"> 1823 <div class="media-body"> 1824 <h3 class="article-title mb-0 mt-0"> 1825 <a href="https://github.com/pkomiske/MOD" target="_blank" rel="noopener">MOD</a> 1826 </h3> 1827 <div class="article-style"> 1828 The MIT Open Data project utilizes <a href="http://opendata.cern.ch/">public collider data</a> for interesting scientific endeavors in a complementary manner to the experimental collaborations. For <
1828a href="publication/cmsodemd">our analysis</a> using the <a href="http://doi.org/10.7483/OPENDATA.CMS.UP77.P6PQ">CMS 2011A Jet Primary Dataset</a> and associated simulated datasets, we <a href="https://zenodo.org/search?page=1&size=20&q=komiske&keywords=open%20data">re-released</a> a number of datasets in an easy to use format as well as made our entire analysis publically available. 1829 </div> 1830 <div class="stream-meta article-metadata"> 1831 </div> 1832 <div class="btn-links"> 1833 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://github.com/pkomiske/MOD" target="_blank" rel="noopener"> 1834 <i class="fab fa-github mr-1"></i> 1835 GitHub 1836 </a> 1837 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://zenodo.org/search?page=1&size=20&q=komiske&keywords=open%20data" target="_blank" rel="noopener"> 1838 <i class="fas fa-database mr-1"></i> 1839 Zenodo 1840 </a> 1841 </div> 1842 </div> 1843 <div class="ml-3"> 1844 <a href="https://github.com/pkomiske/MOD" target="_blank" rel="noopener"> 1845 <img src="/project/mod/featured_hu099d95ae365a0348efe384bd72998ffa_56247_150x0_resize_q90_lanczos.jpg" alt="MOD"> 1846 </a> 1847 </div> 1848</div> 1849</div> 1850<div class="col-12 isotope-item "> 1851<div class="media stream-item"> 1852 <div class="media-body"> 1853 <h3 class="article-title mb-0 mt-0"> 1854 <a href="https://energyflow.network" target="_blank" rel="noopener">EventGeneration</a> 1855 </h3> 1856 <div class="article-style"> 1857 A C++ library for facilitating particle physics event generation with <a href="http://home.thep.lu.se/~torbjorn/pythia82html/Welcome.html">Pythia8</a> and jet clustering with <a href="http://fastjet.fr/">FastJet3</a> including the association of the hard-process, parton-level, and hadron-level events. Includes a python script for reading the resulting text files. 1858 </div> 1859 <div class="stream-meta article-metadata"> 1860 </div> 1861 <div class="btn-links"> 1862 <a class="btn btn-outline-primary my-1 mr-1 btn-sm" href="https://github.com/pkomiske/EventGeneration" target="_blank" rel="noopener"> 1863 <i class="fab fa-github mr-1"></i> 1864 GitHub 1865 </a> 1866 </div> 1867 </div> 1868 <div class="ml-3"> 1869 </div> 1870</div> 1871</div> 1872 </div> 1873 </div> 1874</div> 1875 </div> 1876 </section> 1877 <section id="experience" class="home-section wg-experience " > 1878 <div class="container"> 1879<div class="row"> 1880 <div class="col-12 col-lg-4 section-heading"> 1881 <h1>Experience</h1> 1882 </div> 1883 <div class="col-12 col-lg-8"> 1884 <div class="row experience"> 1885 <div class="col-auto text-center flex-column d-none d-sm-flex"> 1886 <div class="row h-50"> 1887 <div class="col "> </div> 1888 <div class="col"> </div> 1889 </div> 1890 <div class="m-2"> 1891 <span class="badge badge-pill border exp-fill"> </span> 1892 </div> 1893 <div class="row h-50"> 1894 <div class="col border-right"> </div> 1895 <div class="col"> </div> 1896 </div> 1897 </div> 1898 <div class="col py-2"> 1899 <div class="card"> 1900 <div class="card-body"> 1901 <h4 class="card-title exp-title text-muted mt-0 mb-1">PhD Candidate in Physics</h4> 1902 <h4 class="card-title exp-company text-muted my-0">Center for Theoretical Physics<br>Massachusetts Institute of Technology</h4> 1903 <div class="text-muted exp-meta"> 1904 Sep 2016 - 1905 Present 1906 <span class="middot-divider"></span> 1907 <span>Cambridge, MA</span> 1908 </div> 1909 <div class="card-text"><p>Advisor: <a href="http://jthaler.net">Jesse Thaler</a></p> 1910<ul> 1911<li>Machine learning neural network architecture/algorithm development for high-energy particle physics datasets</li> 1912<li>Software library development and creation of easy-to-use public datasets, including reprocessing TBs of CMS Open Data</li> 1913<li>Studied Large Hadron Collider phenomena, jet physics, quantum field theory, quantum chromodynamics</li> 1914</ul> 1915</div> 1916 </div> 1917 </div> 1918 </div> 1919 </div> 1920 <div class="row experience"> 1921 <div class="col-auto text-center flex-column d-none d-sm-flex"> 1922 <div class="row h-50"> 1923 <div class="col border-right"> </div> 1924 <div class="col"> </div> 1925 </div> 1926 <div class="m-2">
1927 <span class="badge badge-pill border "> </span> 1928 </div> 1929 <div class="row h-50"> 1930 <div class="col border-right"> </div> 1931 <div class="col"> </div> 1932 </div> 1933 </div> 1934 <div class="col py-2"> 1935 <div class="card"> 1936 <div class="card-body"> 1937 <h4 class="card-title exp-title text-muted mt-0 mb-1">Teaching Assistant</h4> 1938 <h4 class="card-title exp-company text-muted my-0">8.09/8.309 - Advanced Classical Mechanics<br>Massachusetts Institute of Technology</h4> 1939 <div class="text-muted exp-meta"> 1940 Sep 2017 - 1941 Dec 2019 1942 <span class="middot-divider"></span> 1943 <span>Cambridge, MA</span> 1944 </div> 1945 <div class="card-text"><p>TA for classical mechanics taught by Iain Stewart in 2017, 2018, 2019</p> 1946<ul> 1947<li>Taught weekly sections (2018, 2019)</li> 1948<li>Held regular office hours</li> 1949<li>Helped with exam review sessions</li> 1950<li>Graded homework (2017) and exams</li> 1951</ul> 1952</div> 1953 </div> 1954 </div> 1955 </div> 1956 </div> 1957 <div class="row experience"> 1958 <div class="col-auto text-center flex-column d-none d-sm-flex"> 1959 <div class="row h-50"> 1960 <div class="col border-right"> </div> 1961 <div class="col"> </div> 1962 </div> 1963 <div class="m-2"> 1964 <span class="badge badge-pill border "> </span> 1965 </div> 1966 <div class="row h-50"> 1967 <div class="col border-right"> </div> 1968 <div class="col"> </div> 1969 </div> 1970 </div> 1971 <div class="col py-2"> 1972 <div class="card"> 1973 <div class="card-body"> 1974 <h4 class="card-title exp-title text-muted mt-0 mb-1">AM in Physics</h4> 1975 <h4 class="card-title exp-company text-muted my-0">Harvard University</h4> 1976 <div class="text-muted exp-meta"> 1977 Sep 2015 - 1978 May 2016 1979 <span class="middot-divider"></span> 1980 <span>Cambridge, MA</span> 1981 </div> 1982 </div> 1983 </div> 1984 </div> 1985 </div> 1986 <div class="row experience"> 1987 <div class="col-auto text-center flex-column d-none d-sm-flex"> 1988 <div class="row h-50"> 1989 <div class="col border-right"> </div> 1990 <div class="col"> </div> 1991 </div> 1992 <div class="m-2"> 1993 <span class="badge badge-pill border "> </span> 1994 </div> 1995 <div class="row h-50"> 1996 <div class="col border-right"> </div> 1997 <div class="col"> </div> 1998 </div> 1999 </div> 2000 <div class="col py-2"> 2001 <div class="card"> 2002 <div class="card-body"> 2003 <h4 class="card-title exp-title text-muted mt-0 mb-1">AB in Physics and Mathematics</h4> 2004 <h4 class="card-title exp-company text-muted my-0">Harvard University</h4> 2005 <div class="text-muted exp-meta"> 2006 Aug 2012 - 2007 May 2016 2008 <span class="middot-divider"></span> 2009 <span>Cambridge, MA</span> 2010 </div> 2011 <div class="card-text"><ul> 2012<li><em>summa cum laude</em></li> 2013<li>Highest Honors in Physics</li> 2014<li>Secondary field in computer science</li> 2015<li>John Harvard Scholarship (2014 - 2015)</li> 2016<li>Derek C. Bok Award for Distinction in Teaching (2014)</li> 2017<li>Harvard College Scholarship (2013 - 2014)</li> 2018</ul> 2019</div> 2020 </div> 2021 </div> 2022 </div> 2023 </div> 2024 <div class="row experience"> 2025 <div class="col-auto text-center flex-column d-none d-sm-flex"> 2026 <div class="row h-50"> 2027 <div class="col border-right"> </div> 2028 <div class="col"> </div> 2029 </div> 2030 <div class="m-2"> 2031 <span class="badge badge-pill border "> </span> 2032 </div> 2033 <div class="row h-50"> 2034 <div class="col border-right"> </div> 2035 <div class="col"> </div> 2036 </div> 2037 </div> 2038 <div class="col py-2"> 2039 <div class="card"> 2040 <div class="card-body"> 2041 <h4 class="card-title exp-title text-muted mt-0 mb-1">PRISE Fellow</h4> 2042 <h4 class="card-title exp-company text-muted my-0">Harvard University</h4> 2043 <div class="text-muted exp-meta"> 2044 Jun 2015 - 2045 Aug 2015
2046 <span class="middot-divider"></span> 2047 <span>Cambridge, MA</span> 2048 </div> 2049 <div class="card-text"><ul> 2050<li>Computed the normal modes of an exponential block-spring system allowing for the definition of a family of Fourier-like 2051discrete transformations from position space to mode space, worked with Howard Georgi and Matthew Schwartz</li> 2052<li>Explored the quantum-to-classical transition through decoherence to a pointer basis, worked with Matthew Reece</li> 2053</ul> 2054</div> 2055 </div> 2056 </div> 2057 </div> 2058 </div> 2059 <div class="row experience"> 2060 <div class="col-auto text-center flex-column d-none d-sm-flex"> 2061 <div class="row h-50"> 2062 <div class="col border-right"> </div> 2063 <div class="col"> </div> 2064 </div> 2065 <div class="m-2"> 2066 <span class="badge badge-pill border "> </span> 2067 </div> 2068 <div class="row h-50"> 2069 <div class="col border-right"> </div> 2070 <div class="col"> </div> 2071 </div> 2072 </div> 2073 <div class="col py-2"> 2074 <div class="card"> 2075 <div class="card-body"> 2076 <h4 class="card-title exp-title text-muted mt-0 mb-1">Trading Intern</h4> 2077 <h4 class="card-title exp-company text-muted my-0"><a href="https://www.janestreet.com/">Jane Street Capital</a></h4> 2078 <div class="text-muted exp-meta"> 2079 Jan 2015, 2080 Jan 2016 2081 <span class="middot-divider"></span> 2082 <span>New York, NY</span> 2083 </div> 2084 <div class="card-text"><ul> 2085<li>Studied financial markets</li> 2086<li>Wrote bash program to analyze novel type of options trade</li> 2087<li>Practiced trading in mock simulations</li> 2088</ul> 2089</div> 2090 </div> 2091 </div> 2092 </div> 2093 </div> 2094 <div class="row experience"> 2095 <div class="col-auto text-center flex-column d-none d-sm-flex"> 2096 <div class="row h-50"> 2097 <div class="col border-right"> </div> 2098 <div class="col"> </div> 2099 </div> 2100 <div class="m-2"> 2101 <span class="badge badge-pill border "> </span> 2102 </div> 2103 <div class="row h-50"> 2104 <div class="col border-right"> </div> 2105 <div class="col"> </div> 2106 </div> 2107 </div> 2108 <div class="col py-2"> 2109 <div class="card"> 2110 <div class="card-body"> 2111 <h4 class="card-title exp-title text-muted mt-0 mb-1">Teaching Fellow</h4> 2112 <h4 class="card-title exp-company text-muted my-0">Harvard University Physics Department</h4> 2113 <div class="text-muted exp-meta"> 2114 Sep 2014 - 2115 Dec 2015 2116 <span class="middot-divider"></span> 2117 <span>Cambridge, MA</span> 2118 </div> 2119 <div class="card-text"><p>TF for Honors Special Relativity (Physics 16, Fall 2014) taught by Howard Georgi and Quantum Mechanics I (Physics 143a, Fall 2015) taught by Matt Reece</p> 2120<ul> 2121<li>Taught weekly sections</li> 2122<li>Prepared practice problems</li> 2123<li>Organized LaTeX and Mathematica review sessions</li> 2124</ul> 2125</div> 2126 </div> 2127 </div> 2128 </div> 2129 </div> 2130 <div class="row experience"> 2131 <div class="col-auto text-center flex-column d-none d-sm-flex"> 2132 <div class="row h-50"> 2133 <div class="col border-right"> </div> 2134 <div class="col"> </div> 2135 </div> 2136 <div class="m-2"> 2137 <span class="badge badge-pill border "> </span> 2138 </div> 2139 <div class="row h-50"> 2140 <div class="col border-right"> </div> 2141 <div class="col"> </div> 2142 </div> 2143 </div> 2144 <div class="col py-2"> 2145 <div class="card"> 2146 <div class="card-body"> 2147 <h4 class="card-title exp-title text-muted mt-0 mb-1">Summer Intern</h4> 2148 <h4 class="card-title exp-company text-muted my-0">Superconducting Electronics Group, Quantum Computing Collaboration<br>Northrop Grumman Electronic Systems</h4> 2149 <div class="text-muted exp-meta"> 2150 May 2014 - 2151 Aug 2014
2152 <span class="middot-divider"></span> 2153 <span>Baltimore, MD</span> 2154 </div> 2155 <div class="card-text">Wrote MATLAB program to interface with existing experimental code base to improve the fidelity of high-speed, precision microwave pulses used for qubit control via calculation of a transfer function and deconvolution methods</div> 2156 </div> 2157 </div> 2158 </div> 2159 </div> 2160 <div class="row experience"> 2161 <div class="col-auto text-center flex-column d-none d-sm-flex"> 2162 <div class="row h-50"> 2163 <div class="col border-right"> </div> 2164 <div class="col"> </div> 2165 </div> 2166 <div class="m-2"> 2167 <span class="badge badge-pill border "> </span> 2168 </div> 2169 <div class="row h-50"> 2170 <div class="col border-right"> </div> 2171 <div class="col"> </div> 2172 </div> 2173 </div> 2174 <div class="col py-2"> 2175 <div class="card"> 2176 <div class="card-body"> 2177 <h4 class="card-title exp-title text-muted mt-0 mb-1">Calculus Course Assistant</h4> 2178 <h4 class="card-title exp-company text-muted my-0">Harvard University Mathematics Department</h4> 2179 <div class="text-muted exp-meta"> 2180 Sep 2013 - 2181 Dec 2013 2182 <span class="middot-divider"></span> 2183 <span>Cambridge, MA</span> 2184 </div> 2185 <div class="card-text"><ul> 2186<li>Ran weekly problem sessions</li> 2187<li>Worked one-on-one with students in class and the math question center</li> 2188<li>Graded homework</li> 2189</ul> 2190</div> 2191 </div> 2192 </div> 2193 </div> 2194 </div> 2195 <div class="row experience"> 2196 <div class="col-auto text-center flex-column d-none d-sm-flex"> 2197 <div class="row h-50"> 2198 <div class="col border-right"> </div> 2199 <div class="col"> </div> 2200 </div> 2201 <div class="m-2"> 2202 <span class="badge badge-pill border "> </span> 2203 </div> 2204 <div class="row h-50"> 2205 <div class="col border-right"> </div> 2206 <div class="col"> </div> 2207 </div> 2208 </div> 2209 <div class="col py-2"> 2210 <div class="card"> 2211 <div class="card-body"> 2212 <h4 class="card-title exp-title text-muted mt-0 mb-1">Summer Intern</h4> 2213 <h4 class="card-title exp-company text-muted my-0">Asymmetric Operations Department<br>Research and Exploratory Development Department<br><a href="https://www.jhuapl.edu/">Johns Hopkins University Applied Physics Laboratory</a></h4> 2214 <div class="text-muted exp-meta"> 2215 May 2012 - 2216 Aug 2013 2217 <span class="middot-divider"></span> 2218 <span>Laurel, MD</span> 2219 </div> 2220 <div class="card-text"><ul> 2221<li>Investigated electromagnetic properties of high-impedance Sievenpiper metamaterial structures for low-profile RF antenna applications</li> 2222<li>Characterized material properties of magnetic nanoparticle polymers</li> 2223<li>Catalogued dielectric properties of explosive simulant materials for transportation security purposes</li> 2224</ul> 2225</div> 2226 </div> 2227 </div> 2228 </div> 2229 </div> 2230 <div class="row experience"> 2231 <div class="col-auto text-center flex-column d-none d-sm-flex"> 2232 <div class="row h-50"> 2233 <div class="col border-right"> </div> 2234 <div class="col"> </div> 2235 </div> 2236 <div class="m-2"> 2237 <span class="badge badge-pill border "> </span> 2238 </div> 2239 <div class="row h-50"> 2240 <div class="col "> </div> 2241 <div class="col"> </div> 2242 </div> 2243 </div> 2244 <div class="col py-2"> 2245 <div class="card"> 2246 <div class="card-body"> 2247 <h4 class="card-title exp-title text-muted mt-0 mb-1">Secondary Education</h4> 2248 <h4 class="card-title exp-company text-muted my-0">Century High School</h4> 2249 <div class="text-muted exp-meta"> 2250 Aug 2008 - 2251 Jun 2012
2252 <span class="middot-divider"></span> 2253 <span>Sykesville, MD</span> 2254 </div> 2255 <div class="card-text"><ul> 2256<li>National AP Scholar</li> 2257<li>STEM Academy Award</li> 2258<li>Math and Science Content Awards</li> 2259</ul> 2260</div> 2261 </div> 2262 </div> 2263 </div> 2264 </div> 2265 </div> 2266</div> 2267 </div> 2268 </section> 2269 <section id="contact" class="home-section wg-contact " > 2270 <div class="container"> 2271<div class="row contact-widget"> 2272 <div class="col-12 col-lg-4 section-heading"> 2273 <h1>Contact</h1> 2274 </div> 2275 <div class="col-12 col-lg-8"> 2276 <ul class="fa-ul"> 2277 <li> 2278 <i class="fa-li fas fa-envelope fa-2x" aria-hidden="true"></i> 2279 <span id="person-email"><a href="mailto:[email protected]">[email protected]</a></span> 2280 </li> 2281 <li> 2282 <i class="fa-li fas fa-map-marker fa-2x" aria-hidden="true"></i> 2283 <span id="person-address">6-408, MIT, Cambridge, MA 02143</span> 2284 </li> 2285 </ul> 2286 <div class="d-none"> 2287 <input id="map-provider" value="2"> 2288 <input id="map-lat" value="42.359771"> 2289 <input id="map-lng" value="-71.090620"> 2290 <input id="map-dir" value="6-408, MIT, Cambridge, MA 02143"> 2291 <input id="map-zoom" value="15"> 2292 <input id="map-api-key" value=""> 2293 </div> 2294 <div id="map"></div> 2295 </div> 2296</div> 2297 </div> 2298 </section> 2299
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