Saurabh Deshpande

Probabilistic deep learning for real-time large deformation simulations

Saurabh Deshpande, Jakub Lengiewicz, Stéphane Bordas · Computer Methods in Applied Mechanics and Engineering · 2022 · 65 citations · Full text

Accent Classification in Speech

Saurabh Deshpande, Sharat Chikkerur, Venu Govindaraju · 2006 · 54 citations

Engineering, Biometrics, Phonology +17

MAgNET: A graph U-Net architecture for mesh-based simulations

Saurabh Deshpande, Stéphane Bordas, Jakub Lengiewicz · Engineering Applications of Artificial Intelligence · 2024 · 38 citations · Full text

Geometric Learning, Convolutional Neural Network, Graph Representation Learning +28

Convolution, aggregation and attention based deep neural networks for accelerating simulations in mechanics

Saurabh Deshpande, Raúl I. Sosa, Stéphane Bordas et al. · Frontiers in Materials · 2023 · 22 citations · Full text

Gaussian process regression + deep neural network autoencoder for probabilistic surrogate modeling in nonlinear mechanics of solids

Saurabh Deshpande, Hussein Rappel, Mark Hobbs et al. · Computer Methods in Applied Mechanics and Engineering · 2025 · 20 citations · Full text