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Qizhi He — most-cited papers & profile · AI for Science
← authors
·
overview
Qizhi He
6
papers ·
54
citations ·
20
h-index
University of Minnesota · Shenzhen University · University of Minnesota System · Twin Cities Orthopedics · Shenzhen Technology University · Shanghai First Maternity and Infant Hospital · Zhejiang Gongshang University
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Most-cited papers
Enhanced physics-constrained deep neural networks for modeling vanadium redox flow battery
2022 · 25 citations
A Multi-Resolution Physics-Informed Recurrent Neural Network: Formulation and Application to Musculoskeletal Systems
2023 · 15 citations
Differentiable Neural-Integrated Meshfree Method for Forward and Inverse Modeling of Finite Strain Hyperelasticity
2024 · 6 citations
Physics-Informed Machine Learning with Conditional Karhunen-Loève Expansions
2019 · 4 citations
Physics-Informed Neural Network Method for Parabolic Differential Equations with Sharply Perturbed Initial Conditions
2022 · 4 citations
JAX-MPM: A Learning-Augmented Differentiable Meshfree Framework for GPU-Accelerated Lagrangian Simulation and Geophysical Inverse Modeling
2025
Top co-authors
Alexandre M. Tartakovsky
· 2
Honghui Du
· 2
Alexandre Tartakovsky
· 1
Binyao Guo
· 1
David A. Barajas‐Solano
· 1
J. S. Chen
· 1
Karan Taneja
· 1
Panos Stinis
· 1
Xiaolong He
· 1
Yifei Zong
· 1
Yucheng Fu
· 1
Topics
Physics ML
Materials
Math & Equations
Medical AI