stiff-ode 开源项目推荐（11 个）

SciML /DiffEqFlux.jl

预构建隐式层架构，采用O（1）反向推进、GPU和stiff+non刚性微分方程求解器，展示了科学机器学习（SciML）和物理知情机器学习方法

samholt /NeuralLaplace

Neural Laplace: Differentiable Laplace Reconstructions for modelling any time observation with O(1) complexity.

stmorgenstern /diff-soup

Multiphysics modeling, differentiable simulation, and physically-constrained machine learning in JAX using GPU-accelerated stiff solvers with sparse numerical methods

Pakketeretet2 /rehuel

Rehuel is a simple C++11 library for solving ordinary differential equations with (implicit) Runge-Kutta methods.

JuntaoHuang /multiscale-chemical-reaction

This repo contains the code for the paper "Data-driven discovery of multiscale chemical reactions governed by the law of mass action"

imathsoft /MathSoftDevelopment

MathSoftDevelopment

drnikolaev /Cauchy

Cauchy initial value problem solver

ThomasSavary08 /Kuramoto-Sivashinsky-ETDRK4

Solver for the one dimensional Kuramoto-Sivashinsky using the ETDRK4 method.

datagrok-ai /diff-grok

Lightweight library for solving initial value problem for ordinary differential equations

AlexanderGSC /StiffChaos

Rosenbrock solver for stiff problems, chemical kinetics and chaotic attractors. Zero-heap, bare-metal ready.

ZengLLQ /chemikinetic-core

High-performance Chemical Reaction Network (CRN) simulation, stiff kinetics integrator, and oscillatory dynamics engine in Rust.