Materials Informatics Weekly Report May 7, 2026

Materials Informatics Weekly Report September 20, 2026

AI Unravels Interphase Design Mechanisms to Boost Lithium-ion Battery Performance in LLNL Study

North Carolina State University Team Automates Catalyst Discovery with Chemspeed Autonomous Lab, Significantly Enhancing Propylene Hydroformylation Performance

Physics-Informed Graph Neural Network Unlocks Heterogeneous Solid Mechanics: Modeling Deformation and Crack Propagation Without Extensive Data

Multimodal LLM Agent ‘SynAgent’ Achieves Autonomous Synthesis of Highly Crystalline LiCoO2 Thin Films and Elucidates Substrate Temperature Control in Just 18 Experiments

IBM Research Accelerates Battery Materials Discovery with AI and Quantum Computing for Stronger, More Sustainable Cells

Matlantis and NVIDIA ALCHEMI Cut ENEOS Catalyst Discovery from Years to Months, Screening 100 Million Structures

World Economic Forum Predicts ‘Physical AI’ Impact; Atinary’s Autonomous Lab Generates 5 Years of Data in 5 Days, Accelerating Scientific Discovery