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Chris DeGrendele's Projects

amrex icon amrex

AMReX: Software Framework for Block Structured AMR

castro icon castro

An adaptive mesh, astrophysical radiation hydrodynamics simulation code

chris-harrison-ml icon chris-harrison-ml

A repository for Chris and Harrison to collaborate on some gnarly machine learning projects.

deepxde icon deepxde

Deep learning library for solving differential equations and more

diffeqflux.jl icon diffeqflux.jl

DifferentialEquations.jl + Flux.jl = Universal neural differential equations with O(1) backprop, GPUs, and stiff+non-stiff DE solvers

diffeqphysics.jl icon diffeqphysics.jl

A library for building differential equations arising from physical problems

flame-wave icon flame-wave

To keep track of flamewave problem setups and analysis scripts for Berkeley Lab

highfive icon highfive

HighFive - Header-only C++ HDF5 interface

jax-cfd icon jax-cfd

Computational Fluid Dynamics in JAX

maestroex icon maestroex

A C++/F90 low Mach number stellar hydrodynamics code

microphysics icon microphysics

common astrophysical microphysics routines with interfaces for the different AMReX codes

nbodysimulator.jl icon nbodysimulator.jl

A simulator for N-body problems, including astrophysical and molecular dynamics

neuralnetdiffeq.jl icon neuralnetdiffeq.jl

Solves ordinary differential equations and partial differential equations using neural nets

pynucastro icon pynucastro

python interfaces to the nuclear reaction rate databases

pyro2 icon pyro2

A framework for hydrodynamics explorations and prototyping

torchdiffeq icon torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

torchdyn icon torchdyn

A PyTorch based library for all things neural differential equations

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