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Daniel's Projects

18335 icon 18335

18.335 - Introduction to Numerical Methods course

cellmltoolkit.jl icon cellmltoolkit.jl

CellMLToolkit.jl is a Julia library that connects CellML models to the Scientific Julia ecosystem.

diffeqflux.jl icon diffeqflux.jl

Universal neural differential equations with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods

diffeqnoiseprocess.jl icon diffeqnoiseprocess.jl

A library of noise processes for stochastic systems like stochastic differential equations (SDEs) and other systems that are present in scientific machine learning (SciML)

distmesh2d.jl icon distmesh2d.jl

Simple implementation of DistMesh algorithm allowing to generate meshes on 2D plane.

general icon general

The official registry of general Julia packages

math icon math

Beta homebrew numerical linear algebra library

meshes.jl icon meshes.jl

Computational geometry and meshing algorithms in Julia

modelingtoolkit.jl icon modelingtoolkit.jl

A modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations

mpart icon mpart

Monotone Parameterization Toolkit (MParT): A core library for constructing and using transport maps.

mrhyde icon mrhyde

A framework for the solution of Multi-resolution Hybridized Differential Equations (MrHyDE)

papaya icon papaya

A clean Zola theme for blogging and projects.

potentiallearning.jl icon potentiallearning.jl

An open source Julia library for active learning of interatomic potentials in atomistic simulations of materials. It incorporates elements of bayesian inference, machine learning, differentiable programming, software composability, and high-performance computing.

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