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Zhao Chen
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Deep long short-term memory networks for nonlinear structural seismic response prediction
R Zhang, Z Chen, S Chen, J Zheng, O Büyüköztürk, H Sun
Computers & Structures 220, 55-68, 2019
3042019
Physics-informed learning of governing equations from scarce data
Z Chen, Y Liu, H Sun
Nature communications 12 (1), 6136, 2021
2642021
Measurement of vehicle-bridge-interaction force using dynamic tire pressure monitoring
Z Chen, Z Xie, J Zhang
Mechanical Systems and Signal Processing 104, 370-383, 2018
452018
Sparse Bayesian learning for structural damage identification
Z Chen, R Zhang, J Zheng, H Sun
Mechanical systems and signal processing 140, 106689, 2020
412020
Reconstruction of nearshore wave fields based on physics-informed neural networks
N Wang, Q Chen, Z Chen
Coastal Engineering 176, 104167, 2022
232022
Sparse representation for damage identification of structural systems
Z Chen, H Sun
Structural Health Monitoring 20 (4), 1644-1656, 2021
182021
Computational modeling of a unique tower in Kuwait for structural health monitoring: Numerical investigations
H Sun, J Al‐Qazweeni, J Parol, H Kamal, Z Chen, O Büyüköztürk
Structural Control and Health Monitoring 26 (3), e2317, 2019
182019
NeuroMANCER: Neural Modules with Adaptive Nonlinear Constraints and Efficient Regularizations
A Tuor, J Drgona, M Skomski, J Koch, Z Chen, S Dernbach, CM Legaard, ...
https://github.com/pnnl/neuromancer, 2022
172022
Structural inference of networked dynamical systems with universal differential equations
J Koch, Z Chen, A Tuor, J Drgona, D Vrabie
Chaos: An Interdisciplinary Journal of Nonlinear Science 33 (2), 2023
52023
Forecasting of nonlinear dynamics based on symbolic invariance
Z Chen, Y Liu, H Sun
Computer Physics Communications 277, 108382, 2022
52022
Symbolic deep learning for structural system identification
Z Chen, Y Liu, H Sun
Journal of Structural Engineering 148 (9), 04022116, 2022
32022
Simultaneous mapping of nearshore bathymetry and waves based on physics-informed deep learning
Q Chen, N Wang, Z Chen
Coastal Engineering 183, 104337, 2023
22023
Learning dynamics from coarse/noisy data with scalable symbolic regression
Z Chen, N Wang
Mechanical Systems and Signal Processing 190, 110147, 2023
22023
Graph oscillators: Physics-guided graph modeling of mass–spring–damper systems for trajectory prediction and damage localization
Z Chen, N Wang, H Sun
Mechanical Systems and Signal Processing 212, 111297, 2024
2024
Method and system for measuring vertical wheel impact force in real-time based on tire pressure monitoring
J Zhang, Z Chen, Z Wenju, L Zhou
US Patent 10,753,827, 2020
2020
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