Gian-Marco Rignanese
1 indexed paper
Recent (6 mo)
1With code
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0Publications per year
126
Top categories
Materials Science×1Emerging Tech×1ML×1physics.app-ph×1physics.comp-ph×1
Frequent co-authors
Research Timeline
2026
Towards Automated Discovery: A Review of Generative Models, Multimodal Learning and Closed-Loop Workflows in Inverse Materials Design
This review surveys advanced techniques—including generative models, multimodal learning, and closed-loop workflows—for automated inverse materials design, enabling the targeted discovery of novel crystalline solids.
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