arkadaw9

Arka Daw's repositories

PGNN

Physics-guided Neural Networks (PGNN) : An Application In Lake Temperature Modelling

Language:Python95 4 5

PGA_LSTM

Physics Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modelling

Language:Python23 30

PID-GAN

Language:Jupyter Notebook21 10

r3_sampling_icml2023

Official Github Repository for paper "Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (R3) Sampling" (accepted at ICML 2023)

Language:Python8 30

dam-pytorch

PyTorch Official Implementation of DiscriminAtive Masking (NeurIPS 2021)

Language:Jupyter Notebook400

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

Language:PythonMIT100

UQPINNs

Language:Jupyter Notebook100

Diffusion-Models-pytorch

Pytorch implementation of Diffusion Models (https://arxiv.org/pdf/2006.11239.pdf)

Language:Jupyter NotebookApache-2.0000