somdattagoswami
Assistant Professor of Civil and Systems Engineering, Johns Hopkins University
Johns Hopkins UniversityBaltimore, USA
Pinned Repositories
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'.
Deep-neural-operators-for-the-response-of-floating-offshore-structures
Deep neural operators can predict the real-time response of floating offshore structures under irregular waves
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's Repositories
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/Neural-Network-Architecture-Diagrams
Diagrams for visualizing neural network architecture (Created with diagrams.net)
somdattagoswami/somdattagoswami.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes