Concepedia

Qizhi He

QH

25

Publications

1.3K

Citations

19

H-Index

1998

Active since

Affiliations

Pacific Northwest National Laboratory(Current)

University of California San Diego

University of Minnesota

University of Illinois Urbana-Champaign

Dalian University of Technology

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

Top concepts

EngineeringComputational MechanicsStructural OptimizationNumerical AnalysisMechanical EngineeringMachine LearningNatural SciencesNumerical SimulationData ScienceInverse Problems

Publications per year

1998–2024

25

Publications

25

Physics-informed neural networks for multiphysics data assimilation with application to subsurface transport

Qizhi He, David A. Barajas‐Solano, G. Tartakovsky et al. · Advances in Water Resources · 2020 · 345 citations · Full text

Numerical Analysis, Engineering, Physics +13

Physics‐Informed Neural Network Method for Forward and Backward Advection‐Dispersion Equations

Qizhi He, Alexandre M. Tartakovsky · Water Resources Research · 2021 · 115 citations · Full text

An adaptive refinement approach for topology optimization based on separated density field description

Yiqiang Wang, Zhan Kang, Qizhi He · Computers & Structures · 2012 · 83 citations

Numerical Analysis, Refinement Technique, Large-scale Global Optimization +10

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 · 2020 · 83 citations · Full text

Physics-constrained Data-driven Approach, Data-driven Optimization, Data Optimization +11

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 · 2023 · 80 citations · Full text

Storm Surge, Coastal Engineering, Machine Learning +20

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