differential-equations topic

Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

patrick-kidger

Computing reachable states of dynamical systems in Julia

JuliaReach

Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)

patrick-kidger

Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.

patrick-kidger

Brian is a free, open source simulator for spiking neural networks.

brian-team

Brain Dynamics Programming in Python

brainpy

18.S096 - Applications of Scientific Machine Learning

mitmath

Solvers for stochastic differential equations which connect with the scientific machine learning (SciML) ecosystem

SciML

An intuitive modeling interface for infinite-dimensional optimization problems.

infiniteopt

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

google-research