Pinghe Ni

Structural damage identification based on autoencoder neural networks and deep learning

Chathurdara Sri Nadith Pathirage, Jun Li, Ling Li et al. · Engineering Structures · 2018 · 384 citations

Structural Integrity, Engineering, Machine Learning +8

Probabilistic model updating via variational Bayesian inference and adaptive Gaussian process modeling

Pinghe Ni, Jun Li, Hong Hao et al. · Computer Methods in Applied Mechanics and Engineering · 2021 · 97 citations

Bayesian Statistic, Engineering, Uncertainty Quantification +9

Reliability analysis and design optimization of nonlinear structures

Pinghe Ni, Jun Li, Hong Hao et al. · Reliability Engineering & System Safety · 2020 · 90 citations

Reliability Engineering, Engineering, Structural Analysis +6

Time‐varying system identification using variational mode decomposition

Pinghe Ni, Jun Li, Hong Hao et al. · Structural Control and Health Monitoring · 2018 · 83 citations · Full text

Engineering, Structural Dynamics, Mechanical Engineering +19

Using polynomial chaos expansion for uncertainty and sensitivity analysis of bridge structures

Pinghe Ni, Yong Xia, Jun Li et al. · Mechanical Systems and Signal Processing · 2018 · 80 citations · Full text

Bridge Design, Engineering, Bridge Structures +12