sakethsridhara

Fierro

Fierro is a C++ code designed to aid the research and development of numerical methods, testing of user-specified models, and creating multi-scale models related to quasi-static solid mechanics and compressible material dynamics using low- and high-order meshes.

PlotNeuralNet

Latex code for making neural networks diagrams

plotly.py

The interactive graphing library for Python :sparkles: This project now includes Plotly Express!

nlopt

library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization

public-docs

The latest documentation for the Materials Project.

torch_sparse_solve

A sparse KLU solver for PyTorch.

pytorch-minimize

Newton and Quasi-Newton optimization with PyTorch

ceviche

:shrimp: Electromagnetic Simulation + Automatic Differentiation

lowner-john-ellipse

Smallest ellipse covering a finite set of points

AuTO

MaTruss

GMTOuNN

minimal-mistakes

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

sparse-vqvae

Experimental implementation for a sparse-dictionary based version of the VQ-VAE2 paper

PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

pytorch-vqvae

Vector Quantized VAEs - PyTorch Implementation

NeuralSolvers

Neural network based solvers for partial differential equations and inverse problems :milky_way:. Implementation of physics-informed neural networks in pytorch.

klujax

Solve sparse linear systems in JAX using the KLU algorithm

algorithms

Bug-tracking for Jeff's algorithms book, notes, etc.

awesome-python

An opinionated list of awesome Python frameworks, libraries, software and resources.

ceviche-challenges

A suite of photonic inverse design challenge problems for topology optimization benchmarking

homogenization

Homogenization code for 3D lattice structure

AMfe

Nonlinear Finite Element Code for structural applications with simplicity in mind.

igeswrite

Python 3 library for creating IGES files for cubes, lines, and planes

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

Physics-Based-Deep-Learning

Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond

sciann-applications

A place to share problems solved with SciANN

neuraloperator

Learning in infinite dimension with neural operators.

fastNLfea

Fast nonlinear FEA tailored for topology optimization

inverse_scattering

light weight code for solving the inverse scattering problem via optimization based methods.