 Harnessing physics-informed operators for high-dimensional reliability
analysis problemsProbabilistic Engineering Mechanics (PEM), 2024 |
 Physics-integrated hybrid framework for model form error identification
in nonlinear dynamical systemsMechanical systems and signal processing (MSSP), 2021 |
 Surrogate assisted active subspace and active subspace assisted
surrogate -- A new paradigm for high dimensional structural reliability
analysisComputer Methods in Applied Mechanics and Engineering (CMAME), 2021 |
 Machine learning based digital twin for stochastic nonlinear
multi-degree of freedom dynamical systemProbabilistic Engineering Mechanics (PEM), 2021 |
 Uncertainty Quantification of Locally Nonlinear Dynamical Systems using
Neural NetworksJournal of computing in civil engineering (J. Comput. Civ. Eng.), 2020 |
 The role of surrogate models in the development of digital twins of
dynamic systemsApplied Mathematical Modelling (AMM), 2020 |
