Pinned Repositories
hydrogym
An RL-Gym for Challenge Problems in Data-Driven Modeling and Control of Fluid Dynamics.
pysindy
A package for the sparse identification of nonlinear dynamical systems from data
data-driven-discretization-1d
Code for "Learning data-driven discretizations for partial differential equations"
diff-zoo
Differentiation for Hackers
diffrax
Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
e3nn
A modular framework for neural networks with Euclidean symmetry
firedrake
Firedrake is an automated system for the portable solution of partial differential equations using the finite element method (FEM)
jcallaham.github.io
robust-flow-reconstruction
Code for "Robust flow field reconstruction from limited measurements vis sparse representation" (J. Callaham, K. Maeda, and S. Brunton 2018)
IBPM.jl
Julia implementation of the Immersed Boundary Projection Method
jcallaham's Repositories
jcallaham/robust-flow-reconstruction
Code for "Robust flow field reconstruction from limited measurements vis sparse representation" (J. Callaham, K. Maeda, and S. Brunton 2018)
jcallaham/data-driven-discretization-1d
Code for "Learning data-driven discretizations for partial differential equations"
jcallaham/jcallaham.github.io
jcallaham/diff-zoo
Differentiation for Hackers
jcallaham/diffrax
Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
jcallaham/e3nn
A modular framework for neural networks with Euclidean symmetry
jcallaham/firedrake
Firedrake is an automated system for the portable solution of partial differential equations using the finite element method (FEM)
jcallaham/micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
jcallaham/nekflows
Python utilities and standard flow configurations for Nek5000 CFD simulation
jcallaham/population-annealing
Data and code accompanying 2017 PRE paper with Jon Machta
jcallaham/siamcse21
Resources for the SIAMCSE21 minitutorial "Automatic Differentiation as a Tool for Computational Science"
jcallaham/torchcontrol
A PyTorch library for all things nonlinear control and reinforcement learning.
jcallaham/torchdyn
A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods