Yang Yu

Penn State University

H-index: 15

North America-United States

Yang Yu, With an exceptional h-index of 15 and a recent h-index of 14 (since 2020), a distinguished researcher at Penn State University,

His recent articles reflect a diverse array of research interests and contributions to the field:

Physics-guided generative adversarial network for probabilistic structural system identification

Predicting Nonlinear Structural Dynamic Response of ODE Systems Using Constrained Gaussian Process Regression

An Uncertainty-Aware Measure of Model Calibration Flexibility

Knowledge-informed generative adversarial network for functional calibration of computer models

Model Predictive Control of Quadcopter Using Physics-guided Neural Network

Physics-guided mixture density networks for uncertainty quantification

Fatigue damage prognosis of steel bridges under traffic loading using a time-based crack growth method

Probabilistic vehicle weight estimation using physics‐constrained generative adversarial network

Title	Journal	Author(s)	Publication Date
Physics-guided generative adversarial network for probabilistic structural system identification	Expert Systems with Applications	Yang Yu Yongming Liu	2024/4/1
Predicting Nonlinear Structural Dynamic Response of ODE Systems Using Constrained Gaussian Process Regression		Yishuang Wang Yang Yu Xinyue Xu Sez Atamturktur	2023/6/5
An Uncertainty-Aware Measure of Model Calibration Flexibility		Xinyue Xu Yang Yu Roland Platz Sez Atamturktur	2023/6/5
Knowledge-informed generative adversarial network for functional calibration of computer models	Knowledge-Based Systems	Yang Yu Sez Atamturktur	2023/3/5
Model Predictive Control of Quadcopter Using Physics-guided Neural Network		Seong Hyeon Hong Yi Wang Yang Yu	2022
Physics-guided mixture density networks for uncertainty quantification	Reliability Engineering & System Safety	Jie Chen Yang Yu Yongming Liu	2022/12/1
Fatigue damage prognosis of steel bridges under traffic loading using a time-based crack growth method	Engineering Structures	Yang Yu Bianca Kurian Wei Zhang CS Cai Yongming Liu	2021/6/15
Probabilistic vehicle weight estimation using physics‐constrained generative adversarial network	Computer‐Aided Civil and Infrastructure Engineering	Yang Yu CS Cai Yongming Liu	2021/6
Structural dynamics simulation using a novel physics-guided machine learning method	Engineering Applications of Artificial Intelligence	Yang Yu Houpu Yao Yongming Liu	2020/11/1