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  • website Public

    Source code for vignesh-gopakumar.com

    TeX Updated Feb 28, 2025

  • UCI_Regression Public

    Python Updated Dec 3, 2024

  • multiple_physics_pretraining Public

    Forked from PolymathicAI/multiple_physics_pretraining

    Code for paper "Multiple Physics Pretraining for Physical Surrogate Models

    Python MIT License Updated Jun 20, 2024

  • Spatio-Temporal-CP Public

    Exploring various UQ methods for spatio-temporal data

    Python 5 Updated Jun 11, 2024

  • neural-lam-CP Public

    Forked from mllam/neural-lam

    Neural Weather Prediction for Limited Area Modeling

    Python MIT License Updated May 16, 2024

  • simvue_optimisation Public

    Surrogate based optimisation tools to be deployed for Simvue

    Python MIT License Updated Apr 2, 2024

  • simvue-api-demo Public

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

    Jupyter Notebook Updated Feb 12, 2024

  • Loss_Landscape_PINNs Public

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

    Python 6 MIT License Updated Mar 28, 2023

  • tf-pde Public

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

    Python 4 2 Updated Mar 25, 2023

  • Conformal_SpatioTemporal Public archive

    Python 1 Updated Mar 4, 2023

  • Fourier_NN_CSD3 Public

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

    Python 6 1 MIT License Updated Nov 3, 2022

  • simvue_testing Public

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

    C++ 2 Updated Nov 3, 2022

  • PlasmaPINNs Public

    Forked from AbhilashMathews/PlasmaPINNs

    Extending the PlasmaPINNs work done by Abhilash Mathews to PyTorch

    Python MIT License Updated Oct 11, 2022

  • Pytorch-Ecosystem-Day Public

    Notebooks documenting PINNs showcased for PyTorch Ecosystem Day

    Jupyter Notebook 2 Updated Apr 21, 2021

  • Pytorch-NPDE-Benchmarking Public

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

    Python Updated Sep 15, 2020

  • LGM-Plots Public

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

    Updated Aug 17, 2020

  • NPDE_TF1 Public

    AutoDiff based PDE solver built on TensorFlow 1.x framework

    Python Updated Jun 18, 2020

  • Regression-Test Public

    Testing our Regression Fits with Reconstruction Error using Different Approaches

    Python Updated Jun 11, 2020

  • SIAMDS2020 Public

    Forked from eldadHaber/SIAMDS2020
    Jupyter Notebook Updated May 20, 2020

  • Social_Distancing_ABM Public

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

    Python 1 Updated May 11, 2020

  • GAN-Tutorial Public

    Forked from Yangyangii/GAN-Tutorial

    Simple Implementation of many GAN models with PyTorch.

    Jupyter Notebook Updated Nov 22, 2019