somdattagoswami

pinn

Physics Informed Machine Learning

surrogate-overparameterization

Source code of "On the influence of over-parameterization in manifold based surrogates and deep neural operators".

TL-DeepONet

Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.

Approximating-StiffKinetics

DEM-PhaseField

Adaptive phase field modeling of fracture using deep energy minimization.

IGAPack-DualMeshPhaseField

Dual mesh approach for solving phase field based brittle fracture problems

IGAPack-PhaseField

Second and fourth-order adaptive phase field modeling of fracture using PHT-splines in the framework of IGA.

Neural-Network-Architecture-Diagrams

Diagrams for visualizing neural network architecture (Created with diagrams.net)

Operator-Learning-for-aortic-aneurysms

Neural operator learning of heterogeneous mechanobiological insults contributing to aortic aneurysms

somdattagoswami.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

somdattagoswami/IGAPack-PhaseField

Second and fourth-order adaptive phase field modeling of fracture using PHT-splines in the framework of IGA.

somdattagoswami/DEM-PhaseField

Adaptive phase field modeling of fracture using deep energy minimization.

somdattagoswami/IGAPack-DualMeshPhaseField

Dual mesh approach for solving phase field based brittle fracture problems

somdattagoswami/Approximating-StiffKinetics

somdattagoswami/Operator-Learning-for-aortic-aneurysms

Neural operator learning of heterogeneous mechanobiological insults contributing to aortic aneurysms

somdattagoswami/somdattagoswami.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

somdattagoswami/Neural-Network-Architecture-Diagrams

Diagrams for visualizing neural network architecture (Created with diagrams.net)