Anirbit 's repositories
Delta-GClip
This repository gives a packaged implementation of of our delta-GClip algorithm whose deep-learning convergence was proven in arXiv: https://arxiv.org/abs/2404.08624
PINNs-Solving-Burgers-Near-Finite-Time-Blow-Up-arXiv-2310.05169-
This repository has the codes for the experiments in arXiv : 2310.05169 investigating the solving by PINNs of Burgers' PDE near finite-time blow-up. The repository is maintained by my co-author Dibyakanti.
Expositions-With-PyTorch
Creating Theoretician Friendly Educational Material For PyTorch
Understanding-Transformers
An Exposition on Transformers Written By My Students Akhilendra and Chong.
anirbit.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
1D-Burgers-By-DeepONet
1+1-Burgers'-PDE-By-Tanh-Activated-DeepONet
UTK-Spring-2023---Automated-Experiment
Spring 2023 Sergey Kalinin's Course On Automated Experiment
Improving-PINNs-By-Algebraic-Inclusion-of-Boundary-and-Initial-Conditions
The source code for the project "Improving PINNs By Algebraic Inclusion of Boundary and Initial Conditions"
PDE-Solving-By-Physics-Inspired-DeepONets
My Undergrad Student Kai's Project on Creating An Educational Resource on DeepONets
Anirbit-AI
Config files for my GitHub profile.