Zhen Zhang - Concepedia

Author

Zhen Zhang

Brown University ORCID

Also Known As

Zhang, Zhen, Zhen ZHANG, Zhen Zhang

Publications

800

Citations

H-Index

Concepts

All Affiliations

Brown University Peking University Columbia University

About

Zhen Zhang is an author at Brown University specializing in engineering, computer science, and robot learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	6	6	188
2	Medicine	1	1	61
3	Applied Physics	1	1	20
4	Biostatistics	1	1	61
5	Computer Engineering	1	1	12

Zhen Zhang

Publications

699

Citations

H-Index

Page 1

	Year	Citations
SympNets: Intrinsic structure-preserving symplectic networks for identifying Hamiltonian systems Pengzhan Jin, Zhen Zhang, Aiqing Zhu, Neural Networks Lie Point SymmetryHamiltonian TheoryHamiltonian SystemsHamiltonian System	2020	157
Growth Mindset and College Students’ Learning Engagement During the COVID-19 Pandemic: A Serial Mediation Model Hui Zhao, Xiong Jian-ping, Zhen Zhang, Frontiers in Psychology	2021	114
Discovering a reaction–diffusion model for Alzheimer’s disease by combining PINNs with symbolic regression Zhen Zhang, Zongren Zou, Ellen Kuhl, Computer Methods in Applied Mechanics and Engineering Neuroimaging BiomarkersNeurodegenerative DiseasesAlzheimer's DiseaseMedicineNeuroinformatics	2023	61
Numerical studies on different two-dimensional micromixers basing on a fractal-like tree network Xueye Chen, Zhen Zhang, Dengli Yi, Microsystem Technologies Pattern FormationNetwork AnalysisNumerical StudiesComputational MechanicsFractal-like Tree Network	2015	55
Learning Poisson Systems and Trajectories of Autonomous Systems via Poisson Neural Networks Pengzhan Jin, Zhen Zhang, Ioannis G. Kevrekidis, IEEE Transactions on Neural Networks and Learning Systems Artificial IntelligenceGeometric LearningEngineeringMachine LearningPoisson Systems	2022	54
GFINNs: GENERIC formalism informed neural networks for deterministic and stochastic dynamical systems Zhen Zhang, Yeonjong Shin, George Em Karniadakis Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences	2022	53
Systems Biology: Identifiability Analysis and Parameter Identification via Systems-Biology-Informed Neural Networks Mitchell Daneker, Zhen Zhang, George Em Karniadakis, Methods in molecular biology Parameter IdentificationEngineeringBiocyberneticsComputational NeuroscienceComplex Biological System	2023	46
Temperature-Dependent Estimation of Gibbs Energies Using an Updated Group-Contribution Method Bin Du, Zhen Zhang, Sharon Grubner, Biophysical Journal Thermodynamic ModellingEngineeringTemperature-dependent EstimationGibbs MeasureEntropy	2018	44
An integrated framework for building trustworthy data-driven epidemiological models: Application to the COVID-19 outbreak in New York City Sheng Zhang, Joan Ponce, Zhen Zhang, PLoS Computational Biology	2021	39
Deep Representation Learning for Complex Free-Energy Landscapes Jun Zhang, Yao-Kun Lei, Xing Che, The Journal of Physical Chemistry Letters	2019	20

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