https://www.gcrg.net/assets/Research-YuwyF4UD.js

1import{j as e}from"./index-BbKKAkbW.js";const i=()=>e.jsxs("div",{className:"container section",children:[e.jsx("h1",{children:"Our Research"}),e.jsx("p",{className:"lead-text",children:"We aim to develop low-cost catalyst systems with high performances and novel catalytic processes for efficient energy utilization in an economical, renewable, and environmentally friendly way."}),e.jsxs("div",{className:"research-areas",children:[e.jsxs("div",{className:"research-card",children:[e.jsxs("div",{className:"research-content",children:[e.jsx("h2",{children:"AI/ML for Clean Energy Conversion"}),e.jsx("p",{children:"Integrating AI/ML techniques offers transformative opportunities in catalytic upgrading and clean energy conversion. We utilize AI/ML-driven optimization for catalyst design to accelerate discovery for heavy crude, olefin, and biomass upgrading. Additionally, we apply these methods for process optimization, real-time monitoring, and developing low-cost sorbents, enhancing productivity and economic viability across the energy sector."})]}),e.jsx("img",{src:"/ga_ai_ml_energy_v2.jpg",alt:"AI/ML",className:"research-icon"})]}),e.jsxs("div",{className:"research-card",children:[e.jsxs("div",{className:"research-content",children:[e.jsx("h2",{children:"From Molecule to Manufacturing: The Autonomous Scale-Up"}),e.jsx("p",{children:'We are closing the critical gap between bench-scale discovery and industrial application. By integrating Self-Driving Laboratories (SDL) with autonomous pilot plants, our research creates a seamless, data-driven pipeline. This "end-to-end" autonomy allows AI not only to discover new catalysts but to simultaneously learn how to process them at scale, optimizing reactor conditions and stability in real-time to accelerate the deployment of sustainable energy technologies.'})]}),e.jsx("img",{src:"/ga_autonomous_scaleup.jpg",alt:"Autonomous Scale-Up",className:"research-icon"})]}),e.jsxs("div",{className:"research-card",children:[e.jsxs("div",{className:"research-content",children:[e.jsx("h2",{children:"AI-Enabled Multi-Scale Simulation"}),e.jsx("p",{children:"We are redefining the boundaries of chemical engineering simulation by integrating Artificial Intelligence across all scales. Our research utilizes machine learning to accelerate molecular simulations (such as DFT and MD), rapidly predicting catalyst properties and reaction kinetics with high fidelity. These molecular insights are directly linked to AI-enhanced process simulators, allowing for the dynamic, real-time optimization of entire chemical plants, significantly reducing development time and computational costs."})]}),e.jsx("img",{src:"/ga_ai_quantum_process%20engineering.png",alt:"AI-Enabled Multi-Scale Simulation",className:"research-icon"})]}),e.jsxs("div",{className:"research-card",children:[e.jsxs("div",{className:"research-content",children:[e.jsx("h2",{children:"Smart Carbon Mineralization for Green Concrete"}),e.jsxs("p",{children:["We are developing a novel carbon mineralization process that simultaneously captures industrial CO",e.jsx("sub",{children:"2"})," and upcycles mineral wastes (like fly ash) into high-value, green cement additives. By utilizing recyclable Ionic Liquids, we can dissolve minerals and lock away carbon at mild temperatures, avoiding the high energy costs of traditional methods. We employ Quantum-inspired Machine Learning to optimize catalyst formulations, ensuring the process is efficient, scalable, and economically viable."]})]}),e.jsx("img",{src:"/ga_smart_mineralization.png",alt:"Smart Mineralization",className:"research-icon"})]}),e.jsxs("div",{className:"research-card",children:[e.jsxs("div",{className:"research-content",children:[e.jsx("h2",{children:"Nonthermal Plasma Biocatalytic Methane Valorization"}),e.jsx("p",{children:"We present a unique combination of in-liquid Non-thermal Plasma (NTP) and bio-photo hybridized catalysis to effectively convert methane-rich resources into methanol. This innovative technique couples low-power in-liquid plasma with modern cultivation technologies, enabling bioactive species to remain active. Together with a tailored photocatalyst, we achieve high product selectivity and energy efficie

1ncy at near-ambient conditions."})]}),e.jsx("img",{src:"/ga_plasma_bio_methane_v2.jpg",alt:"Nonthermal Plasma Biocatalytic Methane Valorization",className:"research-icon"})]}),e.jsxs("div",{className:"research-card",children:[e.jsxs("div",{className:"research-content",children:[e.jsx("h2",{children:"Sustainable Plasma Catalytic Ammonia Production"}),e.jsx("p",{children:"We are developing a sustainable alternative to the energy-intensive Haber–Bosch process for ammonia production. By utilizing non-thermal plasma (NTP) to activate methane and nitrogen, we aim to produce ammonia and value-added hydrocarbons at mild conditions. This research focuses on overcoming yield and technical challenges to create a commercially viable, low-temperature catalytic process."})]}),e.jsx("img",{src:"/ga_ammonia_production.png",alt:"Ammonia Production",className:"research-icon"})]}),e.jsxs("div",{className:"research-card",children:[e.jsxs("div",{className:"research-content",children:[e.jsx("h2",{children:"NTP Assisted Hydrogen Production via Water Splitting"}),e.jsx("p",{children:"Hydrogen is a key clean energy carrier for storing renewable electricity. We are developing a non-thermal plasma (NTP) assisted water splitting technology using a dielectric-barrier discharge (DBD) reactor. This approach addresses the cost and robustness issues of traditional electrolysis, aiming to provide an efficient method for green hydrogen production at ambient conditions."})]}),e.jsx("img",{src:"/ga_ntp_hydrogen_production.png",alt:"Hydrogen Production",className:"research-icon"})]}),e.jsxs("div",{className:"research-card",children:[e.jsxs("div",{className:"research-content",children:[e.jsx("h2",{children:"Plasma-Powered Water Purification and Sterilization"}),e.jsx("p",{children:'We are pioneering a chemical-free approach to water treatment by harnessing the energy of nonthermal plasma coupled with advanced catalysis. By generating high-energy electrons and reactive species directly within water, our system acts as "lightning in a bottle"—instantly sterilizing pathogens and breaking down stubborn pollutants. This synergistic approach offers a highly efficient, low-energy alternative to traditional chemical additives, turning contaminated wastewater into a clean resource.'})]}),e.jsx("img",{src:"/ga_water_purification.png",alt:"Water Purification",className:"research-icon"})]}),e.jsxs("div",{className:"research-card",children:[e.jsxs("div",{className:"research-content",children:[e.jsx("h2",{children:"NTP Assisted Air Purification"}),e.jsx("p",{children:"Air pollution is a major threat to health and the environment. We are utilizing Non-thermal Plasma (NTP) to generate ionized gases that effectively neutralize pollutants. This research aims to develop an NTP-assisted process for air purification and sterilization, offering a more sustainable and efficient alternative to traditional methods for improving air quality and bacterial disinfection."})]}),e.jsx("img",{src:"/ga_ntp_air_purification.png",alt:"Air Purification",className:"research-icon"})]}),e.jsxs("div",{className:"research-card",children:[e.jsxs("div",{className:"research-content",children:[e.jsx("h2",{children:"Plasma Assisted Photocatalytic Conversion"}),e.jsx("p",{children:"We pioneer a synergistic non-thermal plasma assisted photocatalytic approach to convert low-cost light hydrocarbons (natural gas, biogas) to high-value liquid fuels at ambient conditions. This innovative method achieves high conversion rates and liquid yields with limited coke formation, offering a sustainable and energy-efficient alternative to fossil fuel dependence."})]}),e.jsx("img",{src:"/ga_plasma_photocatalytic.png",alt:"Plasma Photocatalysis",className:"research-icon"})]}),e.jsxs("div",{className:"research-card",children:[e.jsxs("div",{className:"research-content",children:[e.jsx("h2",{children:"Photoelectrochemical Methane Activation"}),e.jsx("p",{children:"Methane is a potent greenhouse gas but also a promising energy source. We are exploring the Photo-electro-chemical (PEC) technique, combining photochemical and electrochemical processes for efficient charge separation. Our research aims to provide a comprehensive solution to convert methane into high-value products like methanol and ethanol using solar light at near-ambient conditions."})]}),e.jsx("img",{src:"/ga_pec_methane_v2.jpg",alt:"PEC",className:"research-icon"})]}),e.jsxs("div",{className:"research-card",children:[e.jsxs("div",{className:"research-content",children:[e.jsx("h2",{children:"Catalytic Coal or Biomass Upgrading"}),e.jsx("p",{children:"We propose using methane as a reducing agent for biomass hydropyrolysis, replacing expensive hydrogen to cut costs. Additionally, we are developing a single-step process to simultaneously convert char and volatile matter to syngas and liquid fuel. Using a novel circulating bed reactor, this method minimizes catalyst usage and extends residence time for better conversion."})]}),e.jsx("img",{src:"/ga_coal_biomass_upgrading.png",alt:"Biomass Upgrading",className:"research-icon"})]}),e.jsxs("div",{className:"research-card",children:[e.jsxs("div",{className:"research-content",children:[e.jsx("h2",{children:"Catalytic Heavy Crude Oil Upgrading"}),e.jsx("p",{children:"Conventional hydrocracking is costly due to high pressure and expensive hydrogen. We aim to upgrade heavy crude oil to synthetic crude with acceptable specifications using natural gas directly as a reducing agent. This novel approach operates at much lower pressure, significantly reducing costs and increasing productivity while creating a new pathway for methane activation."})]}),e.jsx("img",{src:"/ga_heavy_oil_upgrading.png",alt:"Heavy Oil Upgrading",className:"research-icon"})]}),e.jsxs("div",{className:"research-card",children:[e.jsxs("div",{className:"research-content",children:[e.jsx("h2",{children:"Catalytic Light Olefin Upgrading"}),e.jsx("p",{children:"Thermal cracking often results in unstable, environmentally harmful light olefins. We propose a catalyst system that efficiently converts natural gas into extra oil during the upgrading of cracked distillates. This process saturates light olefins into paraffin using abundant natural gas instead of expensive hydrogen, improving oil quality and reducing environmental impact."})]}),e.jsx("img",{src:"/ga_light_olefin_upgrading.png",alt:"Light Olefin Upgrading",className:"research-icon"})]}),e.jsxs("div",{className:"research-card",children:[e.jsxs("div",{className:"research-content",children:[e.jsx("h2",{children:"Natural Gas Conversion to Liquid Chemicals"}),e.jsx("p",{children:"To overcome low yields in Oxidative Coupling of Methane (OCM), we propose coupling OCM with an oligomer

1ization reaction. This two-step process converts a mixture of ethylene, ethane, and methane into liquid chemicals, achieving very high conversion rates. This method is particularly effective for shale gas feedstocks, maximizing the value of natural gas resources."})]}),e.jsx("img",{src:"/ga_natural_gas_conversion.png",alt:"Natural Gas Conversion",className:"research-icon"})]}),e.jsxs("div",{className:"research-card",children:[e.jsxs("div",{className:"research-content",children:[e.jsx("h2",{children:"Catalytic Paraffin-rich Oil Upgrading"}),e.jsx("p",{children:"Aromatic compounds like BTX are vital petrochemical intermediates. We have investigated the effect of methane on the aromatization of paraffin-rich oils, such as naphtha. Our findings show that methane effectively promotes the formation of monoaromatics, significantly enhancing BTX selectivity compared to inert or hydrogen atmospheres, offering a more efficient upgrading pathway."})]}),e.jsx("img",{src:"/ga_paraffin_upgrading.png",alt:"Paraffin Upgrading",className:"research-icon"})]}),e.jsxs("div",{className:"research-card",children:[e.jsxs("div",{className:"research-content",children:[e.jsxs("h2",{children:["Low Temperature Catalytic NO",e.jsx("sub",{children:"x"})," Control"]}),e.jsxs("p",{children:["Conventional SCR catalysts struggle in high-dust configurations. We are developing a new catalyst capable of efficiently removing NO",e.jsx("sub",{children:"x"})," at relatively lower temperatures (350 °F) while tolerating high concentrations of SO",e.jsx("sub",{children:"2"})," and H",e.jsx("sub",{children:"2"}),"O. This innovation addresses catalyst deactivation issues found in traditional high-dust SCR setups, offering a robust solution for emissions control."]})]}),e.jsx("img",{src:"/ga_nox_control.png",alt:"NOx Control",className:"research-icon"})]}),e.jsxs("div",{className:"research-card",children:[e.jsxs("div",{className:"research-content",children:[e.jsx("h2",{children:"Natural Gas Solid Sorbent Development"}),e.jsx("p",{children:"To enable safe, low-cost natural gas storage for vehicles at lower pressures (<35 bar), we are developing advanced carbon-based solid sorbents. Through surface decorating and pore engineering, our sorbents offer performance comparable to organic sorbents but at a significantly lower cost, making them highly attractive for large-scale transportation applications."})]}),e.jsx("img",{src:"/ga_solid_sorbent.png",alt:"Solid Sorbent",className:"research-icon"})]})]})]});export{i as default};