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 | 326 | 2019 |
Physics-informed learning of governing equations from scarce data Z Chen, Y Liu, H Sun Nature Communications 12, 6136, 2021 | 309 | 2021 |
Physics-guided Convolutional Neural Network (PhyCNN) for Data-driven Seismic Response Modeling R Zhang, Y Liu, H Sun Engineering Structures 215, 110704, 2020 | 272 | 2020 |
Physics-Informed Multi-LSTM Networks for Metamodeling of Nonlinear Structures R Zhang, Y Liu, H Sun Computer Methods in Applied Mechanics and Engineering 369, 113226, 2020 | 270 | 2020 |
Physics-informed deep learning for incompressible laminar flows C Rao, H Sun, Y Liu Theoretical and Applied Mechanics Letters 10 (3), 207-212, 2020 | 238 | 2020 |
Physics-Informed Deep Learning for Computational Elastodynamics without Labeled Data C Rao, H Sun, Y Liu Journal of Engineering Mechanics 147 (8), 04021043, 2021 | 227 | 2021 |
Towards artificial general intelligence via a multimodal foundation model N Fei, Z Lu, Y Gao, G Yang, Y Huo, J Wen, H Lu, R Song, X Gao, T Xiang, ... Nature Communications 13, 3094, 2022 | 162* | 2022 |
Optimal sensor placement in structural health monitoring using discrete optimization H Sun, O Buyuközturk Smart Materials and Structures 24 (12), 125034, 2015 | 157 | 2015 |
Simultaneous identification of bridge structural parameters and vehicle loads D Feng, H Sun, MQ Feng Computers & Structures 157, 76-88, 2015 | 137 | 2015 |
A Hybrid Optimization Algorithm with Bayesian Inference for Probabilistic Model Updating H Sun, R Betti Computer‐Aided Civil and Infrastructure Engineering 30 (8), 602-619, 2015 | 127 | 2015 |
Identification of structural models using a modified Artificial Bee Colony algorithm H Sun, H Luş, R Betti Computers & Structures 116 (0), 59–74, 2013 | 126 | 2013 |
PhyCRNet: Physics-informed convolutional-recurrent network for solving spatiotemporal PDEs P Ren, C Rao, Y Liu, JX Wang, H Sun Computer Methods in Applied Mechanics and Engineering 389, 114399, 2022 | 125 | 2022 |
Nondestructive identification of multiple flaws using XFEM and a topologically adapting artificial bee colony algorithm H Sun, H Waisman, R Betti International Journal for Numerical Methods in Engineering 95 (10), 871–900, 2013 | 93 | 2013 |
Probabilistic updating of building models using incomplete modal data H Sun, O Büyüköztürk Mechanical Systems and Signal Processing 75 (0), 27–40, 2016 | 92 | 2016 |
Camera-Based Vibration Measurement of the World War I Memorial Bridge in Portsmouth, New Hampshire JG Chen, TM Adams, H Sun, ES Bell, O Büyüköztürk Journal of Structural Engineering 144 (11), 04018207, 2018 | 89 | 2018 |
Statistical regularization for identification of structural parameters and external loadings using state space models H Sun, D Feng, Y Liu, MQ Feng Computer-Aided Civil and Infrastructure Engineering 30 (11), 843–858, 2015 | 89 | 2015 |
Transient dynamic behavior of polypropylene fiber reinforced mortar under compressive impact loading H Zhang, Y Liu, H Sun, S Wu Construction and Building Materials 111 (0), 30-42, 2016 | 87 | 2016 |
Simultaneous identification of structural parameters and dynamic input with incomplete output‐only measurements H Sun, R Betti Structural Control and Health Monitoring 21 (6), 868-889, 2014 | 85 | 2014 |
Bayesian characterization of buildings using seismic interferometry on ambient vibrations H Sun, A Mordret, GA Prieto, MN Toksöz, O Büyüköztürk Mechanical Systems and Signal Processing 85, 468-486, 2017 | 80 | 2017 |
Impact load identification for composite structures using Bayesian regularization and unscented Kalman filter G Yan, H Sun, O Büyüköztürk Structural Control and Health Monitoring 24 (5), e1910, 2017 | 76 | 2017 |