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Artificial intelligence-driven approaches for materials design and discovery

Mouyang Cheng, Chu-Liang Fu, Ryotaro Okabe, Abhijatmedhi Chotrattanapituk, Artittaya Boonkird, Nguyen Tuan Hung, Mingda Li

2026Nature Materials37 citationsDOI

Topics & Concepts

Generative grammarComputer scienceArtificial intelligenceGenerative DesignComponent (thermodynamics)Key (lock)Reinforcement learningDeep learningSystems engineeringInverseEvolutionary algorithmArtificial lifeParadigm shiftManagement scienceMaterial DesignEngineering design processProperty (philosophy)Machine Learning in Materials ScienceBlock Copolymer Self-AssemblyMicro and Nano Robotics
Artificial intelligence-driven approaches for materials design and discovery | Litcius