Multiscale Simulation– tag –
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AI Revolutionizes Lithium-Ion Battery Electrolyte Discovery with Data-Driven Predictions and Autonomous Experimentation
Energy & Environmental Science International Overview This review highlights artificial intelligence's transformative role in lithium-ion battery electrolyte research, enabling accelerated discovery through data-driven predictions, mecha... -
Galatic Explores Quantum Computing’s Future in Polymer Simulation, Highlighting Hybrid R&D Applications
Galatic International Overview A Galatic article discusses the growing role of quantum computing in polymer simulation and development, emphasizing its potential to complement classical and AI toolkits. Quantum computers' ability to comp... -
ACS Publications Proposes Physics-Driven Computational Paradigm with AI-Assisted Multiscale Simulation for Low-Temperature Flexible Organic Crystals
ACS Publications USA Overview This research proposes a physics-driven computational paradigm for elucidating the properties of low-temperature flexible organic crystals. Combining AI-assisted multiscale simulation and machine-learning fo... -
arXiv Paper: Computational Materials Science Evolves to AI & Robotics Integration, Reducing Discovery Risk and Unveiling Mechanisms
arXiv USA Overview An arXiv paper highlights the paradigm shift in computational materials science from mere data reproduction to algorithms guiding exploration and risk reduction. This evolution integrates high-fidelity methods, uncerta... -
SCM Releases ‘AMS2026’ Software, Accelerating Materials Chemistry Simulations with ML Potentials and GPU Optimization
SCM (Scientific Computing & Modelling) Netherlands Overview SCM announced the release of 'AMS2026' software, featuring major advancements in machine learning potentials (eSEN, MACE, UMA) that expand chemical coverage for biomolecules, ca...
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