Qizhi He - Concepedia

Author

Qizhi He

Pacific Northwest National Laboratory ORCID

Also Known As

He, QiZhi, He, Qizhi, Q He, Q. He, Q.Z. He, Qi-zhi He, QiZhi He, Qizhi He, Wenhao Du, Xiaofeng Zhang

Publications

1.4K

Citations

H-Index

Concepts

All Affiliations

Pacific Northwest National Laboratory University of California San Diego University of Minnesota University of Illinois Urbana-Champaign Dalian University of Technology

About

Qizhi He is an author at Pacific Northwest National Laboratory specializing in engineering, computational mechanics, and structural optimization.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	16	20	1K
2	Natural Sciences	5	5	588
3	Health Sciences	2	2	59
4	Management	1	1	83
5	Medicine	1	1	11

Qizhi He

Publications

1.3K

Citations

H-Index

Page 1

	Year	Citations
Physics-informed neural networks for multiphysics data assimilation with application to subsurface transport Qizhi He, David A. Barajas‐Solano, G. Tartakovsky, Advances in Water Resources Numerical AnalysisEngineeringPhysicsPhysic Aware Machine LearningNatural Sciences	2020	345
Physics‐Informed Neural Network Method for Forward and Backward Advection‐Dispersion Equations Qizhi He, Alexandre M. Tartakovsky Water Resources Research	2021	115
An adaptive refinement approach for topology optimization based on separated density field description Yiqiang Wang, Zhan Kang, Qizhi He Computers & Structures Numerical AnalysisRefinement TechniqueLarge-scale Global OptimizationEngineeringNatural Sciences	2012	83
A physics-constrained data-driven approach based on locally convex reconstruction for noisy database Qizhi He, Jiun‐Shyan Chen Computer Methods in Applied Mechanics and Engineering Physics-constrained Data-driven ApproachData-driven OptimizationData OptimizationData ScienceUncertainty Quantification	2020	83
Physics‐Informed Neural Networks of the Saint‐Venant Equations for Downscaling a Large‐Scale River Model Dongyu Feng, Zeli Tan, Qizhi He Water Resources Research Storm SurgeCoastal EngineeringMachine LearningEngineeringNeural Network	2023	80
Deep autoencoders for physics-constrained data-driven nonlinear materials modeling Xiaolong He, Qizhi He, Jiun‐Shyan Chen Computer Methods in Applied Mechanics and Engineering	2021	71
Adaptive topology optimization with independent error control for separated displacement and density fields Yiqiang Wang, Zhan Kang, Qizhi He Computers & Structures Numerical AnalysisGeometric ModelingSeparated DisplacementMesh OptimizationEngineering	2014	69
A topology optimization method for geometrically nonlinear structures with meshless analysis and independent density field interpolation Qizhi He, Zhan Kang, Yiqiang Wang Computational Mechanics Numerical AnalysisGeometric ModelingMesh OptimizationEngineeringNatural Sciences	2014	55
Manifold learning based data-driven modeling for soft biological tissues Qizhi He, Devin W. Laurence, Chung‐Hao Lee, Journal of Biomechanics EngineeringMachine LearningMedical ImagingManifold LearningBiomedical Imaging	2020	46
Modeling density-driven flow in porous media by physics-informed neural networks for CO2 sequestration Honghui Du, Ze Zhao, Haojia Cheng, Computers and Geotechnics Density-driven FlowChemical EngineeringPore StructureEngineeringPhysic Aware Machine Learning	2023	46

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