Pinned Repositories
DeepINN
A Physics-informed neural network (PINN) library.
DeepXDE-frontend
A GUI frontend for DeepXDE.
Discontinuous-PINN
A PINN implementation to automate the solution of discontinuous problems
Dynamics-Earthquake-Analysis-of-Structures
The main objectives of this individual project are: 1) to further enhance the understanding of the numerical time integration method – Newmark’s algorithm by numerically investigating its accuracy and stability, and by implementing it using a computer programming language (e.g. MatLab, C, C++, or Python); 2) to generate the earthquake response spectra from a particular earthquake; and 3) to undertake an earthquake analysis of a simple frame structure.
Nvidia-modulus-legacy-docs
NVIDIA modulus legacy docs
PDE-sparse-identification
Inspired from PDE-FIND
PINNpapers
Must-read Papers on Physics-Informed Neural Networks.
Sparse-System-Identification
This work presents the application of machine learning models in order to obtain a sparse governing equation of complex fluid dynamics problems.
Stiff-PDEs-and-Physics-Informed-Neural-Networks
A review paper on PINNs.
Sunbird
My manuals on working with Sunbird HPC cluster
praksharma's Repositories
praksharma/DeepINN
A Physics-informed neural network (PINN) library.
praksharma/Sunbird
My manuals on working with Sunbird HPC cluster
praksharma/DeepXDE-frontend
A GUI frontend for DeepXDE.
praksharma/Discontinuous-PINN
A PINN implementation to automate the solution of discontinuous problems
praksharma/Nvidia-modulus-legacy-docs
NVIDIA modulus legacy docs
praksharma/HIVE_solution_reconstruction
Codes for final chapter of my PhD thesis
praksharma/modulus
A PyTorch based deep-learning toolkit for developing DL models for physical systems
praksharma/modulus-launch
Repo of optimized training recipes for accelerating PyTorch workflows of AI driven surrogates for physical systems
praksharma/modulus-sym
An abstracted framework for training AI surrogates of physical systems using physics-based symbolic loss functions
praksharma/Numerical-methods
Some of the numerical methods that I use in my work
praksharma/praksharma.github.io
Personal academic website
praksharma/Programming
I like to develop small GUIs for applications in classical mechanics. Here are some of them.
praksharma/SPINN
Source code for Separable PINN
praksharma/temp
praksharma/Bib-file-abbreviated
Convert bib file with full Journal name to abbreviated names in a sane way.
praksharma/Colosseum
praksharma/deepxde
A library for scientific machine learning and physics-informed learning
praksharma/Dockerised-LyX
A Dockerised LyX
praksharma/GNOME-Desktop-Entry
A Desktop Entry editor for GNOME.
praksharma/Julia-for-HPC
Julia + HPC + Machine learning
praksharma/LinuxSucks
A Collection of memes that I created for r/linuxsucks and r/linuxmemes
praksharma/Machine_Learning
praksharma/MSc_AI_notebooks
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023
praksharma/New-Reddit-Redirect
Userscript to automatically redirect you to new.reddit.com
praksharma/Old_personal_website
Old personal academic website
praksharma/PINN_hyperparameter_tuning_codes
Code for the paper: https://doi.org/10.1080/10407790.2023.2264489
praksharma/praksharma
About Config files for my GitHub profile.
praksharma/Solidworks
This is the snap for Solidworks
praksharma/SOLIDWORKS-for-Linux
This is a project, where I give you a way to use SOLIDWORKS on Linux!
praksharma/the