Beilin Ye
- A Multi-agent Framework for Physical Laws Discovery
2024/11/25 by Bo Hu, Hu, Bo, Siyu Liu +10 · 5 citations
Computer Science · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Semantic Web and Ontologies
- An Extendable Cloud-Native Alloy Property Explorer
2024/04/26 by Zhuoyuan Li, Tongqi Wen, Li, Zhuoyuan +19 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #Cloud Data Security Solutions #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
- Large Language Models for Material Property Predictions: elastic constant tensor prediction and materials design
2024/11/19 by Siyu Liu, Tongqi Wen, Liu, Siyu +7 · 2 citations
Materials Science · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
- Inverse Materials Design by Large Language Model-Assisted Generative Framework
2025/02/25 by Hao, Yun, C. Simon Fan, Beilin Ye +16 · 1 citation
Engineering · #BIM and Construction Integration #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Manufacturing Process and Optimization #Materials Science (cond-mat.mtrl-sci)
- Active Learning for Conditional Inverse Design with Crystal Generation and Foundation Atomic Models
2025/02/24 by Zhuoyuan Li, Li, Zhuoyuan, Siyu Liu +7 · 2 citations
Engineering · Materials Science · #Advanced Materials Characterization Techniques #Crystallization and Solubility Studies #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)