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Materials Informatics Weekly Report October 31, 2026
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Lithium Metal Batteries: AI-Driven Discovery of 368 Non-Fluorinated Diluents -
qNEP Potential: Sodium Battery SEI Formation and Simulation Specs
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OrgAIcat: ML model for asymmetric organocatalysis selectivity
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Open Polymer Datasets: Reuse Quality Audit across 8 Repositories (2020โ2025)
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Graph Neural Networks: Accelerating Electrocatalyst Design for 2026
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CLaC Model: MIT’s AI for Crystal Structure and Text Retrieval
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MARVEL-AI: A*STAR’s AI-Driven Materials Discovery Framework
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Epoxy Degradation Analysis: PCA-Based Spectral Fingerprinting
