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 | 429 | 2019 |
Physics-informed learning of governing equations from scarce data Z Chen, Y Liu, H Sun Nature Communications 12, 6136, 2021 | 417 | 2021 |
Physics-guided Convolutional Neural Network (PhyCNN) for Data-driven Seismic Response Modeling R Zhang, Y Liu, H Sun Engineering Structures 215, 110704, 2020 | 374 | 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 | 364 | 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 | 295 | 2021 |
Physics-informed deep learning for incompressible laminar flows C Rao, H Sun, Y Liu Theoretical and Applied Mechanics Letters 10 (3), 207-212, 2020 | 293 | 2020 |
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 | 257 | 2022 |
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 | 202 | 2022 |
Optimal sensor placement in structural health monitoring using discrete optimization H Sun, O Buyuközturk Smart Materials and Structures 24 (12), 125034, 2015 | 168 | 2015 |
Simultaneous identification of bridge structural parameters and vehicle loads D Feng, H Sun, MQ Feng Computers & Structures 157, 76-88, 2015 | 149 | 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 | 136 | 2013 |
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 | 131 | 2015 |
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 | 103 | 2018 |
Probabilistic updating of building models using incomplete modal data H Sun, O Büyüköztürk Mechanical Systems and Signal Processing 75 (0), 27–40, 2016 | 98 | 2016 |
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 | 97 | 2013 |
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 | 93 | 2016 |
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 | 91 | 2015 |
Encoding physics to learn reaction–diffusion processes C Rao, P Ren, Q Wang, O Buyukozturk, H Sun, Y Liu Nature Machine Intelligence 5, 765–779, 2023 | 90 | 2023 |
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 | 90 | 2017 |
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 | 86 | 2014 |