gitvicky

Conformal_SpatioTemporal

Fourier_NN_CSD3

Experiments with FNO and its variants over MHD and Navier-Stokes Modelling

GAN-Tutorial

Simple Implementation of many GAN models with PyTorch.

LGM-Plots

Storage and Viewing space for plots showcasing the Latent Gradient Model for Neural PDE surrogates.

Loss_Landscape_PINNs

This repository contains the code for reproducing the results in the paper "Loss Landscape Engineering via Data Regulation on PINNs"

Pytorch-Ecosystem-Day

Notebooks documenting PINNs showcased for PyTorch Ecosystem Day

simvue_testing

Testing out the logging, model building and inference features of simvue

Social_Distancing_ABM

Agent Based Modelling using the Mesa Framework to study the dynamics of the virus spread and the impacts of various social distancing policies.

Spatio-Temporal-CP

Exploring various UQ methods for spatio-temporal data

tf-pde

Autodiff based PDE solver implemented on the Tensorflow 2.x API. Package distribution is under the MIT License.

gitvicky/Fourier_NN_CSD3

Experiments with FNO and its variants over MHD and Navier-Stokes Modelling

gitvicky/Loss_Landscape_PINNs

This repository contains the code for reproducing the results in the paper "Loss Landscape Engineering via Data Regulation on PINNs"

gitvicky/Spatio-Temporal-CP

Exploring various UQ methods for spatio-temporal data

gitvicky/tf-pde

Autodiff based PDE solver implemented on the Tensorflow 2.x API. Package distribution is under the MIT License.

gitvicky/Pytorch-Ecosystem-Day

Notebooks documenting PINNs showcased for PyTorch Ecosystem Day

gitvicky/simvue_testing

Testing out the logging, model building and inference features of simvue

gitvicky/Conformal_SpatioTemporal

gitvicky/Social_Distancing_ABM

Agent Based Modelling using the Mesa Framework to study the dynamics of the virus spread and the impacts of various social distancing policies.

gitvicky/GAN-Tutorial

Simple Implementation of many GAN models with PyTorch.

gitvicky/LGM-Plots

Storage and Viewing space for plots showcasing the Latent Gradient Model for Neural PDE surrogates.

gitvicky/multiple_physics_pretraining

Code for paper "Multiple Physics Pretraining for Physical Surrogate Models

gitvicky/neural-lam-CP

Neural Weather Prediction for Limited Area Modeling

gitvicky/NPDE_TF1

AutoDiff based PDE solver built on TensorFlow 1.x framework

gitvicky/PlasmaPINNs

Extending the PlasmaPINNs work done by Abhilash Mathews to PyTorch

gitvicky/Pytorch-NPDE-Benchmarking

Benchmarking several configurations and hyper-parameters for deploying Neural PDE solvers using Pytorch. Fully integrated with wandb.

gitvicky/Regression-Test

Testing our Regression Fits with Reconstruction Error using Different Approaches

gitvicky/SIAMDS2020

gitvicky/simvue-api-demo

Notebook demonstrating the data retrieval capabilities of simvue using the client API

gitvicky/simvue_optimisation

Surrogate based optimisation tools to be deployed for Simvue