A Computationally Efficient Algorithm for Real-Time Tracking the Abrupt Stiffness Degradations of Structural Elements. - Ying Lei; Huan Zhou; Zhilu Lai (Comput. Aided Civ. Infrastructure Eng., 2016)

Physics-guided Deep Markov Models for Learning Nonlinear Dynamical Systems with Uncertainty. - Wei Liu; Zhilu Lai; Kiran Bacsa; Eleni N. Chatzi (CoRR, 2021)

Neural Modal ODEs: Integrating Physics-based Modeling with Neural ODEs for Modeling High Dimensional Monitored Structures. - Zhilu Lai; Wei Liu; Xudong Jian; Kiran Bacsa; Limin Sun; Eleni N. Chatzi (CoRR, 2022)

Neural Extended Kalman Filters for Learning and Predicting Dynamics of Structural Systems. - Wei Liu; Zhilu Lai; Kiran Bacsa; Eleni N. Chatzi (CoRR, 2022)

Discussing the Spectra of Physics-Enhanced Machine Learning via a Survey on Structural Mechanics Applications. - Marcus Haywood-Alexander; Wei Liu; Kiran Bacsa; Zhilu Lai; Eleni N. Chatzi (CoRR, 2023)

M2NO: Multiresolution Operator Learning with Multiwavelet-based Algebraic Multigrid Method. - Zhihao Li 004; Zhilu Lai; Xiaobo Wang; Wei Wang 011 (CoRR, 2024)

Parameter estimation of structural dynamics with neural operators enabled surrogate modeling. - Mingyuan Zhou; Haoze Song; Wenjing Ye; Wei Wang; Zhilu Lai (CoRR, 2024)

Transferring self-supervised pre-trained models for SHM data anomaly detection with scarce labeled data. - Mingyuan Zhou; Xudong Jian; Ye Xia 003; Zhilu Lai (CoRR, 2024)

Harnessing Scale and Physics: A Multi-Graph Neural Operator Framework for PDEs on Arbitrary Geometries. - Zhihao Li 004; Haoze Song; Di Xiao; Zhilu Lai; Wei Wang 011 (KDD (1), 2025)

Frequency-phase coupled parameter estimation for vibration measurement with LFMCW radar. - Xuyao Yu; Zijun Gong; Zhilu Lai (Signal Process., 2025)

Neural Preconditioning Operator for Efficient PDE Solves. - Zhihao Li 004; Di Xiao; Zhilu Lai; Wei Wang 011 (CoRR, 2025)

Transforming physics-informed machine learning to convex optimization. - Letian Yi; Siyuan Yang; Ying Cui; Zhilu Lai (CoRR, 2025)

Redefining Neural Operators in d+1 Dimensions. - Haoze Song; Zhihao Li; Xiaobo Zhang; Zecheng Gan; Zhilu Lai; Wei Wang (CoRR, 2025)

Mechanical in-sensor computing: a programmable meta-sensor for structural damage classification without external electronic power. - Tingpeng Zhang; Xuzhang Peng; Mingyuan Zhou; Guobiao Hu; Zhilu Lai (CoRR, 2025)

KP-PINNs: Kernel Packet Accelerated Physics Informed Neural Networks. - Siyuan Yang; Cheng Song; Zhilu Lai; Wenjia Wang (CoRR, 2025)