2 papers
cs.LG2026
A physics-informed U-Net-LSTM network for nonlinear structural response under seismic excitation
Sutirtha Biswas, Kshitij Kumar Yadav
Accurate and efficient seismic response prediction is essential for the design of resilient structures. While the Finite Element Method (FEM) remains the standard for nonlinear sei…
cond-mat.soft2024
A Universal Localized Failure Mechanism for Real Cylindrical Shells
Nicholas L. Cuccia, Marec Serlin, Kshitij K. Yadav +3
From cell development to space rockets, the mechanical stability of thin shells is crucial across many industrial and natural processes. However, predicting shells' failure propert…