2 papers
cs.LG2025
A Machine Learning Approach to Generate Residual Stress Distributions using Sparse Characterization Data in Friction-Stir Processed Parts
Shadab Anwar Shaikh, Kranthi Balusu, Ayoub Soulami
Residual stresses, which remain within a component after processing, can deteriorate performance. Accurately determining their full-field distributions is essential for optimizing…
cs.LG2024
Probabilistic Surrogate Model for Accelerating the Design of Electric Vehicle Battery Enclosures for Crash Performance
Shadab Anwar Shaikh, Harish Cherukuri, Kranthi Balusu +2
This paper presents a probabilistic surrogate model for the accelerated design of electric vehicle battery enclosures with a focus on crash performance. The study integrates high-t…