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AI helps design new materials that work in the real world

MIT News — Artificial Intelligence · 2026-08-26 Cached

MIT researchers introduced a framework called CrysVCD that enhances the chemical stability of AI-generated materials by enforcing valence rules, making them more suitable for real-world applications like computer chips and rockets.

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#crystal-structure

CrystalReasoner: Reasoning and RL for Property-Conditioned Crystal Structure Generation

arXiv cs.AI · 2026-05-15 Cached

CrystalReasoner is an LLM framework that generates crystal structures from natural language by using physical priors as thinking tokens and reinforcement learning to ensure validity, stability, and property-conditioned generation.

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