Yangshuai Wang

1. A foundation model for atomistic materials chemistry
   2023/12/29 by Ilyes Batatia, Philipp Benner, Batatia, Ilyes +182 · 5 voices · 146 citations
   Materials Science · Decision Sciences · #physics.chem-ph #cond-mat.mtrl-sci
2. A framework for a generalisation analysis of machine-learned interatomic potentials
   2022/09/12 by Christoph Ortner, Ortner, Christoph, Yangshuai Wang +1 · 1 citation
   Materials Science · Biochemistry, Genetics and Molecular Biology · #Machine Learning in Materials Science #Electron and X-Ray Spectroscopy Techniques #Advanced Electron Microscopy Techniques and Applications
3. A Study on the Fine-Tuning Performance of Universal Machine-Learned Interatomic Potentials (U-MLIPs)
   2025/06/09 by Xiaoqing Liu, Kehan Zeng, Liu, Xiaoqing +5 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Materials Science · Physics and Astronomy · #Advanced Electron Microscopy Techniques and Applications #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Machine Learning in Materials Science #Quantum many-body systems
4. A Posteriori Error Estimate and Adaptivity for QM/MM Models of Crystalline Defects
   2022/10/10 by Yangshuai Wang, Wang, Yangshuai, James R. Kermode +5 · 1 citation
   Engineering · #Aluminum Alloy Microstructure Properties #Non-Destructive Testing Techniques
5. A Structure-Adaptive Random Feature Method for High-Dimensional Elliptic PDEs
   2026/07/22 by Jiale Linghu, Hao Dong, Yangshuai Wang
   #math.NA #cs.LG #cs.NA