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Shuiwang Ji — most-cited papers & profile · AI for Science
← authors
·
overview
Shuiwang Ji
48
papers ·
459
citations ·
57
h-index
Mitchell Institute · Walker (United States) · Texas A&M University
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Most-cited papers
Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems
2023 · 54 citations
Periodic Graph Transformers for Crystal Material Property Prediction
2022 · 43 citations
Spherical Message Passing for 3D Graph Networks
2021 · 31 citations
ComENet: Towards Complete and Efficient Message Passing for 3D Molecular Graphs
2022 · 27 citations
Learning Hierarchical Protein Representations via Complete 3D Graph Networks
2022 · 17 citations
DiffMS: Diffusion Generation of Molecules Conditioned on Mass Spectra
2025 · 10 citations
Efficient Approximations of Complete Interatomic Potentials for Crystal Property Prediction
2023 · 10 citations
A Latent Diffusion Model for Protein Structure Generation
2023 · 9 citations
A new perspective on building efficient and expressive 3D equivariant graph neural networks
2023 · 8 citations
Towards Symmetry-Aware Generation of Periodic Materials
2023 · 8 citations
Molecule3D: A Benchmark for Predicting 3D Geometries from Molecular Graphs
2021 · 6 citations
Complete and Efficient Graph Transformers for Crystal Material Property Prediction
2024 · 6 citations
Group Equivariant Fourier Neural Operators for Partial Differential Equations
2023 · 5 citations
Advanced Graph and Sequence Neural Networks for Molecular Property Prediction and Drug Discovery
2020 · 4 citations
Efficient and Equivariant Graph Networks for Predicting Quantum Hamiltonian
2023 · 3 citations
Top co-authors
Youzhi Luo
· 8
Yuchao Lin
· 7
Limei Wang
· 6
Xiaofeng Qian
· 6
Xiaoning Qian
· 6
Yaochen Xie
· 5
Zhao Xu
· 5
Cong Fu
· 4
Jacob Helwig
· 4
Keqiang Yan
· 3
Maho Nakata
· 3
Meng Liu
· 3
Topics
Chemistry
Physics ML
Materials
Drug Discovery
Protein Science
Math & Equations
Climate & Weather
Genomics