Zhen Zhang

SympNets: Intrinsic structure-preserving symplectic networks for identifying Hamiltonian systems

Pengzhan Jin, Zhen Zhang, Aiqing Zhu et al. · Neural Networks · 2020 · 157 citations · Full text

Lie Point Symmetry, Hamiltonian Theory, Hamiltonian Systems +1

Growth Mindset and College Students’ Learning Engagement During the COVID-19 Pandemic: A Serial Mediation Model

Hui Zhao, Xiong Jian-ping, Zhen Zhang et al. · Frontiers in Psychology · 2021 · 114 citations · Full text

Discovering a reaction–diffusion model for Alzheimer’s disease by combining PINNs with symbolic regression

Zhen Zhang, Zongren Zou, Ellen Kuhl et al. · Computer Methods in Applied Mechanics and Engineering · 2023 · 61 citations · Full text

Neuroimaging Biomarkers, Neurodegenerative Diseases, Alzheimer's Disease +11

Numerical studies on different two-dimensional micromixers basing on a fractal-like tree network

Xueye Chen, Zhen Zhang, Dengli Yi et al. · Microsystem Technologies · 2015 · 55 citations

Pattern Formation, Network Analysis, Numerical Studies +5

Learning Poisson Systems and Trajectories of Autonomous Systems via Poisson Neural Networks

Pengzhan Jin, Zhen Zhang, Ioannis G. Kevrekidis et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 54 citations

Artificial Intelligence, Geometric Learning, Engineering +17