New Technology– category –
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NVIDIA ALCHEMI: ENEOS catalyst discovery specs and 100M tests
Markets Insider (Matlantis and ENEOS Holdings Corporation joint announcement) Japan Overview Matlantis announced that ENEOS Holdings has dramatically accelerated its oxygen evolution reaction (OER) catalyst discovery process from years t... -
Tianjin University: AI-driven γ-Al2O3 catalyst design explained
EurekAlert! (Tianjin University research) China Overview Researchers at Tianjin University identified two novel, more stable defect-rich low-energy structures of γ-Al₂O₃ (γ-NAV and γ-AV) using a neural network-guided global optimization ... -
AI Unravels Interphase Design Mechanisms to Boost Lithium-ion Battery Performance in LLNL Study
Mirage News USA Overview A Lawrence Livermore National Laboratory (LLNL) study has leveraged AI to elucidate the design mechanisms of the ultrathin interphase layer critical for lithium-ion battery performance and durability. By training... -
North Carolina State University Team Automates Catalyst Discovery with Chemspeed Autonomous Lab, Significantly Enhancing Propylene Hydroformylation Performance
Chemspeed Switzerland Overview A research team from North Carolina State University, UNC Chapel Hill, and Eastman Chemical Company has developed a closed-loop autonomous platform based on Chemspeed automation systems and software, fully ... -
Physics-Informed Graph Neural Network Unlocks Heterogeneous Solid Mechanics: Modeling Deformation and Crack Propagation Without Extensive Data
arXiv Unknown Overview A novel Physics-Informed Graph Neural Network (PI-GNN) has been developed, successfully modeling deformation and crack propagation in heterogeneous solid mechanics with high accuracy. Operating on conforming mesh g... -
Multimodal LLM Agent ‘SynAgent’ Achieves Autonomous Synthesis of Highly Crystalline LiCoO2 Thin Films and Elucidates Substrate Temperature Control in Just 18 Experiments
arXiv USA Overview The 'SynAgent' framework, utilizing multimodal LLM agents, successfully achieved autonomous synthesis of highly crystalline LiCoO2 (001) thin films and elucidated the role of substrate temperature in crystallization wi... -
IBM Research Accelerates Battery Materials Discovery with AI and Quantum Computing for Stronger, More Sustainable Cells
IBM Research USA Overview IBM Research is dramatically accelerating the pace of scientific discovery, including battery materials, by integrating AI, quantum computing, and hybrid cloud expertise. This 'Accelerated Discovery' approach co... -
Matlantis and NVIDIA ALCHEMI Cut ENEOS Catalyst Discovery from Years to Months, Screening 100 Million Structures
AiThority Unknown Overview Matlantis announced that the combination of NVIDIA ALCHEMI and its Matlantis PFP (universal machine learning interatomic potential) significantly accelerated catalyst materials discovery for ENEOS Holdings. Thi... -
World Economic Forum Predicts ‘Physical AI’ Impact; Atinary’s Autonomous Lab Generates 5 Years of Data in 5 Days, Accelerating Scientific Discovery
The Innovator USA Overview The World Economic Forum forecasts that 'Physical AI,' particularly world models, will profoundly impact engineering, robotics, and scientific discovery. Demonstrating this potential, Atinary's self-driving lab... -
Columbia & Cambridge Establish Quantum AI Benchmark to Combat ‘Hallucination’ in Material Models, Enhancing Prediction Reliability
Quantum Zeitgeist USA Overview Researchers from Columbia and Cambridge Universities have established a new benchmark for evaluating machine learning models that predict material properties. This benchmark addresses concerns about models ...
