| Structural identification with physics-informed neural ordinary differential equations Z Lai, C Mylonas, S Nagarajaiah, E Chatzi Journal of Sound and Vibration 508, 116196, 2021 | 172 | 2021 |
| Sparse structural system identification method for nonlinear dynamic systems with hysteresis/inelastic behavior Z Lai, S Nagarajaiah Mechanical Systems and Signal Processing 117, 813-842, 2019 | 129 | 2019 |
| Negative stiffness device for seismic protection of smart base isolated benchmark building T Sun, Z Lai, S Nagarajaiah, HN Li Structural Control and Health Monitoring 24 (11), e1968, 2017 | 103 | 2017 |
| Measurement of full-field displacement time history of a vibrating continuous edge from video S Bhowmick, S Nagarajaiah, Z Lai Mechanical Systems and Signal Processing 144, 106847, 2020 | 99 | 2020 |
| Semi‐supervised structural linear/nonlinear damage detection and characterization using sparse identification Z Lai, S Nagarajaiah Structural Control and Health Monitoring 26 (3), e2306, 2019 | 46 | 2019 |
| Physics-guided deep markov models for learning nonlinear dynamical systems with uncertainty W Liu, Z Lai, K Bacsa, E Chatzi Mechanical Systems and Signal Processing 178, 109276, 2022 | 41 | 2022 |
| A computationally efficient algorithm for real‐time tracking the abrupt stiffness degradations of structural elements Y Lei, H Zhou, ZL Lai Computer‐Aided Civil and Infrastructure Engineering 31 (6), 465-480, 2016 | 40 | 2016 |
| Moving-window extended Kalman filter for structural damage detection with unknown process and measurement noises Z Lai, Y Lei, S Zhu, YL Xu, XH Zhang, S Krishnaswamy Measurement 88, 428-440, 2016 | 39 | 2016 |
| Effectiveness of negative stiffness system in the benchmark structural-control problem for seismically excited highway bridges HN Li, T Sun, Z Lai, S Nagarajaiah Journal of Bridge Engineering 23 (3), 04018001, 2018 | 31 | 2018 |
| Adjustable template stiffness device and SDOF nonlinear frequency response Z Lai, T Sun, S Nagarajaiah Nonlinear Dynamics 96, 1559-1573, 2019 | 29 | 2019 |
| Full-field structural monitoring using event cameras and physics-informed sparse identification Z Lai, I Alzugaray, M Chli, E Chatzi Mechanical Systems and Signal Processing 145, 106905, 2020 | 27 | 2020 |
| Neural modal ordinary differential equations: Integrating physics-based modeling with neural ordinary differential equations for modeling high-dimensional monitored structures Z Lai, W Liu, X Jian, K Bacsa, L Sun, E Chatzi Data-Centric Engineering 3, e34, 2022 | 24* | 2022 |
| Neural extended Kalman filters for learning and predicting dynamics of structural systems W Liu, Z Lai, K Bacsa, E Chatzi Structural Health Monitoring 23 (2), 1037-1052, 2024 | 15 | 2024 |
| Discussing the spectrum of physics-enhanced machine learning: a survey on structural mechanics applications M Haywood-Alexander, W Liu, K Bacsa, Z Lai, E Chatzi Data-Centric Engineering 5, e30, 2024 | 15 | 2024 |
| Symplectic encoders for physics-constrained variational dynamics inference K Bacsa, Z Lai, W Liu, M Todd, E Chatzi Scientific Reports 13 (1), 2643, 2023 | 13 | 2023 |
| Experimental study on impact-induced damage detection using an improved extended Kalman filter Y Lei, Z Lai, S Zhu, XH Zhang International Journal of Structural Stability and Dynamics 14 (05), 1440007, 2014 | 8 | 2014 |
| A computationally compact algorithm for real-time detection of abrupt structural stiffness degradations Y Lei, H Zhou, ZL Lai Structural Health Monitoring 2015, 2015 | 7 | 2015 |
| A robust bridge weigh‐in‐motion algorithm based on regularized total least squares with axle constraints X Jian, Z Lai, Y Xia, L Sun Structural Control and Health Monitoring 29 (10), e3014, 2022 | 6 | 2022 |
| Identification of flexible buildings with bending deformation and the unmeasured earthquake ground motion Y Lei, MY He, ZL Lai, SZ Lin Science China Technological Sciences 58, 454-461, 2015 | 6 | 2015 |
| The modal identification of structure using distributed ERA and EFDD methods Y Lei, ZL Lai Advanced Materials Research 163, 2532-2536, 2011 | 5 | 2011 |
Eleni ChatziChair of Structural Mechanics & Monitoring, ETH ZurichVerified email at ibk.baug.ethz.ch
