Anirbit-AI
I am a Lecturer (Assistant Professor) at the Department of Computer Science, University of Manchester. I am trying to understand the mathematics of neural nets.
University of ManchesterManchester, UK
Pinned Repositories
1D-Burgers-By-DeepONet
1+1-Burgers'-PDE-By-Tanh-Activated-DeepONet
Anirbit-AI
Config files for my GitHub profile.
Anirbit-Homepage
anirbit.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Dynamics-of-Local-Elasticity-During-Training-of-Neural-Nets
Expositions-With-PyTorch
Creating Theoretician Friendly Educational Material For PyTorch
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
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.
Delta-GClip
Anirbit-AI's Repositories
Anirbit-AI/Expositions-With-PyTorch
Creating Theoretician Friendly Educational Material For PyTorch
Anirbit-AI/PDE-Solving-By-Physics-Inspired-DeepONets
My Undergrad Student Kai's Project on Creating An Educational Resource on DeepONets
Anirbit-AI/1D-Burgers-By-DeepONet
1+1-Burgers'-PDE-By-Tanh-Activated-DeepONet
Anirbit-AI/Anirbit-AI
Config files for my GitHub profile.
Anirbit-AI/Anirbit-Homepage
Anirbit-AI/anirbit.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Anirbit-AI/Dynamics-of-Local-Elasticity-During-Training-of-Neural-Nets
Anirbit-AI/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"
Anirbit-AI/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.
Anirbit-AI/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
Anirbit-AI/hugo-pages
Anirbit-AI/Understanding-Transformers
An Exposition on Transformers Written By My Students Akhilendra and Chong.
Anirbit-AI/UTK-Spring-2023---Automated-Experiment
Spring 2023 Sergey Kalinin's Course On Automated Experiment