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92  
93  <h1>Lab Initio</h1>
94  <p class="tagline">The First Principles AI Engine for Chemical Discovery</p> 
95
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98    <a href="https://theisa.ai/" target="_blank" rel="noopener noreferrer" style="display: inline-flex; align-items: center; gap: 12px; background: #ffffff; border: 1px solid #e2e8f0; border-radius: 9999px; padding: 6px 16px 6px 6px; text-decoration: none; color: #334155; font-size: 0.95rem; box-shadow: 0 4px 15px rgba(0, 0, 0, 0.03); transition: all 0.2s ease-in-out;" onmouseover="this.style.borderColor='#818cf8'; this.style.transform='translateY(-1px)'; this.style.boxShadow='0 6px 20px rgba(129, 140, 248, 0.15)';" onmouseout="this.style.borderColor='#e2e8f0'; this.style.transform='translateY(0)'; this.style.boxShadow='0 4px 15px rgba(0, 0, 0, 0.03)';">
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100      <span>Visit the official hub for autonomous workflows at the <strong>Institute for Strategic AI</strong> <span style="color: #4f46e5; font-weight: bold;">&rarr;</span></span>
101    </a>
102  </div>
103
104  <hr>
105  <div class="introduction">
106    <p>
107    Welcome to Lab Initio, the foundational computational engine driving the <a href="https://theisa.ai/" target="_blank" rel="noopener noreferrer" style="font-weight: 600;">Institute for Strategic AI (ISA)</a>. We build the infrastructure for autonomous scientific discovery. By integrating high-level wavefunction methods and <a href="https://www.microsoft.com/en-us/research/blog/breaking-bonds-breaking-ground-advancing-the-accuracy-of-computational-chemistry-with-deep-learning/" target="_blank" rel="noopener noreferrer">deep-learning DFT</a> with state-of-the-art graph neural networks, we train scientific foundation models purpose-built for chemistry and materials science.
108<br><br>
109Moving beyond traditional simulation, we deploy these models through an AI-native, autonomous operating model. We connect our predictive and generative AI directly to an <a href="https://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/LE250100055" target="_blank" rel="noopener noreferrer">ARC-funded self-driving robotic synthesis platform</a>, establishing precision-guided agentic workflows. This autonomous feedback loop designs, tests, and synthesizes new molecules and materials end-to-end without human bottlenecks, dramatically accelerating breakthroughs in renewable energy and applied AI for the physical world.
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118  <h2 style="text-align: center;">Research News</h2>
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122    
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124      <div class="card" style="height: 100%;">
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126          <p class="card-header-title">
127            <strong>AI to power future of solar panel recycling</strong>
128          </p>
129        </header>
130        <div class="card-content">
131          <div class="content">
132            <ul>
133              <li>NBN News: <a href="/videos/NBNTamworth_2025-08-25.mp4" target="_blank" rel="noopener noreferrer">News Story</a></li>
134              <li>New England Times: <a href="https://www.netimes.com.au/2025/08/23/ai-to-power-future-of-solar-recycling/" target="_blank" rel="noopener noreferrer">News Story</a></li>
135              <li>The Land: <a href="https://www.theland.com.au/story/9052114/solar-panel-waste-could-see-new-future-with-research-project/" target="_blank" rel="noopener noreferrer">News Story</a></li>
136              <li>UNE: <a href="https://www.une.edu.au/about-une/news-and-events/news/2025/08/ai-to-power-future-of-solar-recycling" target="_blank" rel="noopener noreferrer">Read Media Release</a></li>
137              <li>LabNext70: <a href="https://www.labnext70.news/news/virtual-lab-speeds-solar-recycling-breakthrough" target="_blank" rel="noopener noreferrer">Read Story</a></li>
138            </ul>
139          </div>
140        </div>
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143
144    
145    <div style="flex: 1;">
146      <div class="card" style="height: 100%;">
147        <header class="card-header">
148          <p class="card-header-title">
149            <strong>Microsoft Research AI4Science Collaboration</strong>
150          </p>
151        </header>
152        <div class="card-content">
153          <div class="content">
154            <ul>
155              <li>Microsoft Blog: <a href="https://t.co/LuH7ZFgyVv" target="_blank" rel="noopener noreferrer">Read Post</a></li>
156              <li>C&EN Story: <a href="https://tinyurl.com/4myfhczv" target="_blank" rel="noopener noreferrer">Read Story</a></li>
157              <li>UNE Note: <a href="https://tinyurl.com/32azcy7s" target="_blank" rel="noopener noreferrer">Read Note</a></li>
158              <li>TAE25 Database: <a href="https://arxiv.org/abs/2506.14492" target="_blank" rel="noopener noreferrer">ArXiv Paper</a></li>
159              <li>Skala Deep-Learning DFT: <a href="https://arxiv.org/abs/2506.14665" target="_blank" rel="noopener noreferrer">ArXiv Paper</a></li>
160            </ul>
161          </div>
162        </div>
163      </div>
164    </div>
165
166    
167    <div style="flex: 1;">
168      <div class="card" style="height: 100%;">
169        <header class="card-header">
170          <p class="card-header-title">
171            <strong>Clean Water Solutions in Regional Australia</strong>
172          </p>
173        </header>
174        <div class="card-content">
175          <div class="content">
176            <ul>
177              <li>NCI Media Release: <a href="https://nci.org.au/research/research-highlights/supercomputer-simulations-reveal-novel-approaches-enhancing" target="_blank" rel="noopener noreferrer">Read Story</a></li>
178              <li>UNE Media Release: <a href="https://tinyurl.com/yckyfzsz" target="_blank" rel="noopener noreferrer">Read Story</a></li>
179              <li>UNSW Media Release: <a href="https://tinyurl.com/3yu79ccr" target="_blank" rel="noopener noreferrer">Read Story</a></li>
180              <li>SciMex: <a href="https://www.scimex.org/newsfeed/light-as-a-feather-nanomaterial-extracts-drinking-water-from-air" target="_blank" rel="noopener noreferrer">Read Story</a></li>
181              <li>PNAS Paper: <a href="https://doi.org/10.1073/pnas.2508208122" target="_blank" rel="noopener noreferrer">Read Paper</a></li>
182            </ul>
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