Lin, Yuchao

1. Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems
   2023/07/17 by Xuan Zhang, Limei Wang, Zhang, Xuan +123 · 1 voice · 17 citations
   #cs.LG #physics.comp-ph
2. Periodic Graph Transformers for Crystal Material Property Prediction
   2022/09/23 by Keqiang Yan, Yi Liu, Yan, Keqiang +5 · 13 citations
   Materials Science · #Machine Learning in Materials Science #X-ray Diffraction in Crystallography
3. Efficient Approximations of Complete Interatomic Potentials for Crystal Property Prediction
   2023/06/12 by Lin, Yuchao, Yan, Keqiang, Luo, Youzhi +3 · 6 citations
   #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
4. ComENet: Towards Complete and Efficient Message Passing for 3D Molecular Graphs
   2022/06/17 by Wang, Limei, Liu, Yi, Lin, Yuchao +2 · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Equivariance via Minimal Frame Averaging for More Symmetries and Efficiency
   2024/06/11 by Lin, Yuchao, Helwig, Jacob, Gui, Shurui +1 · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Geometry Informed Tokenization of Molecules for Language Model Generation
   2024/08/19 by Xiner Li, Limei Wang, Li, Xiner +13 · 2 citations
   Computer Science · #Model-Driven Software Engineering Techniques
7. SineNet: Learning Temporal Dynamics in Time-Dependent Partial Differential Equations
   2024/03/28 by Xuan Zhang, Zhang, Xuan, Jacob Helwig +11 · 1 citation
   Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks
8. Efficient Prediction of SO(3)-Equivariant Hamiltonian Matrices via SO(2) Local Frames
   2025/06/11 by Haiyang Yu, Yu, Haiyang, Xuan Zhang +6 · 3 citations
   Materials Science · Computer Science · Physics and Astronomy · #Machine Learning in Materials Science #Advanced Graph Neural Networks #Quantum many-body systems