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Zhi-Ming Ma — most-cited papers & profile · AI for Science
← authors
·
overview
Zhi-Ming Ma
11
papers ·
32
citations ·
31
h-index
Shenyang Ligong University · University of Chinese Academy of Sciences
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Most-cited papers
Pre-training with Fractional Denoising to Enhance Molecular Property Prediction
2024 · 21 citations
A new perspective on building efficient and expressive 3D equivariant graph neural networks
2023 · 8 citations
UniGEM: A Unified Approach to Generation and Property Prediction for Molecules
2024 · 3 citations
Straight-Line Diffusion Model for Efficient 3D Molecular Generation
2025
Wavelet Diffusion Neural Operator
2024
Deep Random Vortex Method for Simulation and Inference of Navier-Stokes Equations
2022
Sliced Denoising: A Physics-Informed Molecular Pre-Training Method
2023
Top co-authors
Shikun Feng
· 4
Wei-Ying Ma
· 4
Yanyan Lan
· 4
Yuyan Ni
· 4
Bingguang Chen
· 1
Bowen Zheng
· 1
Carla Gomes
· 1
Dieqiao Feng
· 1
Guifeng Wang
· 1
Haodong Feng
· 1
Haohan Chi
· 1
Huan-ang Gao
· 1
Topics
Chemistry
Physics ML
Drug Discovery
Math & Equations
Climate & Weather