Fung, Victor
- LLMatDesign: Autonomous Materials Discovery with Large Language Models
2024/06/19 by Shuyi Jia, Jia, Shuyi, Chao Zhang +4 · 1 voice · 10 citations
Computer Science · Materials Science · Physics and Astronomy · #Machine Learning in Materials Science #cond-mat.mtrl-sci #cs.AI #cs.CL
- GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts
2023/10/12 by Deyu Zou, Shikun Liu, Zou, Deyu +9 · 2 citations
Computer Science · Engineering · #Advanced Data Processing Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Manufacturing Process and Optimization
- Inverse design of two-dimensional materials with invertible neural networks
2021/06/06 by Fung, Victor, Zhang, Jiaxin, Hu, Guoxiang +2 · 1 citation
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci)
- Representation-space diffusion models for generating periodic materials
2024/08/13 by Anshuman Sinha, Shuyi Jia, Sinha, Anshuman +3 · 2 citations
Computer Science · Materials Science · #Advanced Mathematical Modeling in Engineering #FOS: Physical sciences #Material Properties and Applications #Materials Science (cond-mat.mtrl-sci)
- A Comprehensive Assessment and Benchmark Study of Large Atomistic Foundation Models for Phonons
2025/09/03 by Md Zaibul Anam, Ogheneyoma Aghoghovbia, Anam, Md Zaibul +9 · 2 citations
Materials Science · Physics and Astronomy · #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Quantum many-body systems #Thermal properties of materials
- Electronic Structure Guided Inverse Design Using Generative Models
2025/04/08 by Shuyi Jia, Jia, Shuyi, Panchapakesan Ganesh +3 · 2 citations
Energy · Materials Science · Physics and Astronomy · #Electrocatalysts for Energy Conversion #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Topological Materials and Phenomena