vpuri3 Goto Github PK
Name: Vedant Puri
Type: User
Company: Carnegie Mellon University
Bio: i write PDE solvers.
Location: Pittsburgh, PA
Blog: https://vpuri3.github.io
Vedant Puri's Projects
imageanalysis.jl
Homeworks for CMU 24-658
julia-vim
Vim support for Julia.
kolmogorovarnold.jl
Julia implementation of the Kolmogorov-Arnold network with custom gradients for fast training.
krylov.jl
A Julia Basket of Hand-Picked Krylov Methods
linearoperators.jl
Linear Operators for Julia
linearsolve.jl
lux.jl
Explicitly Parameterized Neural Networks in Julia
luxdeviceutils.jl
mfem
Lightweight, general, scalable C++ library for finite element methods
nek5000
Nek5000 source code
nek5000tools
Some tools that I have created for Nek5000.. See the README in each folder for details.
nekdoc
Documentation for Nek5000
nektools
Turbulence budgets and post-processing routines for NEK5000
neuralpde.jl
Physics-Informed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
neuralroms.jl
SNF-ROM: Projection-based nonlinear reduced order modeling with smooth neural fields
nonlinearsolve.jl
High-performance and differentiation-enabled nonlinear solvers
notes
optim.jl
Optimization functions for Julia
ordinarydiffeq.jl
High performance differential equation solvers for ordinary differential equations, including neural ordinary differential equations (neural ODEs) and scientific machine learning (SciML)
parameterschedulers.jl
Common hyperparameter scheduling for ML
pfhubbenchmarks
Phase Field simulations implemented with FEniCS
probnumdiffeq.jl
Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing
recursivearraytools.jl
Tools for easily handling objects like arrays of arrays and deeper nestings in scientific machine learning (SciML) and other applications
scimlbase.jl
The Base interface of the SciML ecosystem
scimloperators.jl
scimlsensitivity.jl
A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimize-then-discretize, discretize-then-optimize, adjoint methods, and more for ODEs, SDEs, DDEs, DAEs, etc.
sparsedifftools.jl
Fast jacobian computation through sparsity exploitation and matrix coloring
spec
Spectral Element MATLAB Code
spectralelements.jl
Julia spectral element solvers
spectralelements.jl-1
Implementation of Spectral Elements method in Julia
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