ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering

Uncertainty-Aware, Structure-Preserving Machine Learning Approach for Domain Shift Detection From Nonlinear Dynamic Responses of Structural Systems

Pub Date : 2024-07-26 DOI: 10.1115/1.4066054 David A. Najera-Flores, Justin Jacobs, D. Quinn, Anthony Garland, Michael D. Todd

Random Dynamic Responses of Two Parallel Interfacial Cracks Between A Functionally Graded Material Strip And Two Dissimilar Elastic Strips

Pub Date : 2024-07-15 DOI: 10.1115/1.4065930 Ritika Singh

Deep Learning-Based Multi-Fidelity Surrogate Modeling for High Dimensional Reliability Prediction

Pub Date : 2024-07-02 DOI: 10.1115/1.4065846 Luojie Shi, Baisong Pan, Weile Chen, Zequn Wang