Ashwini Gupta

Stress field prediction in fiber-reinforced composite materials using a deep learning approach

Anindya Bhaduri, Ashwini Gupta, Lori Graham‐Brady · Composites Part B Engineering · 2022 · 196 citations · Full text

Materials Science, Fiber Reinforcement, Engineering +9

Accelerated multiscale mechanics modeling in a deep learning framework

Ashwini Gupta, Anindya Bhaduri, Lori Graham‐Brady · Mechanics of Materials · 2023 · 55 citations

Engineering, Multiscale Mechanics, Multiscale Analysis +6

An efficient optimization based microstructure reconstruction approach with multiple loss functions

Anindya Bhaduri, Ashwini Gupta, Audrey Olivier et al. · arXiv (Cornell University) · 2021 · 38 citations · Full text

Prediction of local elasto-plastic stress and strain fields in a two-phase composite microstructure using a deep convolutional neural network

Indrashish Saha, Ashwini Gupta, Lori Graham‐Brady · Computer Methods in Applied Mechanics and Engineering · 2024 · 31 citations

Materials Science, Engineering, Strain Fields +11