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Dongxiao Zhang — most-cited papers & profile · AI for Science
← authors
·
overview
Dongxiao Zhang
12
papers ·
20
citations ·
67
h-index
Peking University · Southern University of Science and Technology · Ningbo Institute of Industrial Technology
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Most-cited papers
Retention Time Prediction for Chromatographic Enantioseparation by Quantile Geometry-enhanced Graph Neural Network
2022 · 4 citations
Generative Discovery of Partial Differential Equations by Learning from Math Handbooks
2025 · 2 citations
AutoKE: An automatic knowledge embedding framework for scientific machine learning
2022 · 1 citations
Physics-constrained robust learning of open-form partial differential equations from limited and noisy data
2023 · 1 citations
Beyond empirical models: Discovering new constitutive laws in solids with graph-based equation discovery
2025
A Data-Driven Framework for Discovering Fractional Differential Equations in Complex Systems
2024
Identification of Physical Processes and Unknown Parameters of 3D Groundwater Contaminant Problems via Theory-guided U-net
2022
Inferring electrochemical performance and parameters of Li-ion batteries based on deep operator networks
2022
Intelligent Chemical Purification Technique Based on Machine Learning
2024
Top co-authors
Mengge Du
· 3
Yuntian Chen
· 3
Fanyang Mo
· 2
Hao Xu
· 2
Yuntian Chen
· 2
Adrian H. Callaghan
· 1
Haibin Chang
· 1
Hao Xu
· 1
Hao Xu
· 1
Hao Xu
· 1
HongGuang Sun
· 1
Jian Li
· 1
Topics
Physics ML
Math & Equations
Drug Discovery
Chemistry
Materials