ode-solver

There are 10 repositories under ode-solver topic.

Zymrael / awesome-neural-ode
A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.
deep-learning dynamical-modeling dynamical-systems hamiltonian-dynamics implicit-models ode ode-solver ordinary-differential-equations root-finding
1311
LLNL / sundials
Official development repository for SUNDIALS - a SUite of Nonlinear and DIfferential/ALgebraic equation Solvers. Pull requests are welcome for bug fixes and minor changes.
dae-solver high-performance-computing hpc math-physics nonlinear-equation-solver ode-solver parallel-computing radiuss scientific-computing sensitivity-analysis solver time-integration
Language:C 515
analysiscenter / pydens
PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks
deep-learning neural-networks partial-differential-equations numerical-methods differential-equations solving-pdes ode ode-solver pde-solver
Language:Jupyter Notebook 283
easy-neural-ode
jacobjinkelly / easy-neural-ode
Code for the paper "Learning Differential Equations that are Easy to Solve"
neural-ode differential-equations machine-learning jax deep-learning deep-neural-networks dynamical-systems neural-differential-equations numerical-integration ode ode-solver
Language:Python 265
bluescarni / heyoka
C++ library for ODE integration via Taylor's method and LLVM
astrodynamics astronomy astrophysics celestial-mechanics cpp cpp17 differential-equations extended-precision just-in-time llvm multiprecision n-body nbody ode ode-solver simd
Language:C++ 200
chfenger / goNum
开源Go语言数值算法库(An open numerical library purely based on Go programming language)
go numerical matrix fitting integral interpolation linear-equations ode-solver pde-solver mathematics numerical-methods scientific-computing
Language:Go 185
zju-pi / diff-sampler
An open-source toolbox for fast sampling of diffusion models. Official implementations of our papers published in ICML, CVPR, NeurIPS.
diffusion-models ode-solver samplers cvpr2024 benchmark icml-2024 neurips-2024
Language:Jupyter Notebook 168
kbladin / Fluid_Simulation
Self advection, external force and pressure solve to a velocity field represented by a MaC grid.
fluid-simulation fluid-dynamics fluid-solver fluid-simulation-engine fluid-grid advection grid volume-preservation navier-stokes equation ode-solver solver pic-flip particle-in-cell fluid-implicit-particle mac-grid runge-kutta
Language:C++ 132
PerezHz / TaylorIntegration.jl
ODE integration using Taylor's method, and more, in Julia
julia ode-solver taylor-series automatic-differentiation jet-transport high-accuracy lyapunov-spectrum
Language:Julia 127
nathanaelbosch / ProbNumDiffEq.jl
Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing
julia differential-equations probabilistic-models ode ode-solver probabilistic-numerics hacktoberfest
Language:Julia 119
Nicholaswogan / numbalsoda
Python wrapper of LSODA (solving ODEs) which can be called from within numba functions.
numba ode-solver odepack python
Language:Jupyter Notebook 91
SciNim / numericalnim
A collection of numerical methods written in Nim
curve-fitting discrete-points integral integration interpolation lbfgs nim nim-lang numerical-computation numerical-integration numerical-methods ode ode-integrators ode-solver optimization-methods science scientific scientific-computing simpson-rule vectors
Language:Nim 87
rklib
jacobwilliams / rklib
Fixed and variable-step Runge-Kutta solvers in Modern Fortran
fortran fortran-package-manager ode-solver runge-kutta runge-kutta-adaptive-step-size runge-kutta-fehlberg differential-equations ode root-finding
Language:Fortran 74
drons / nbody
N body gravity attraction problem solver
cuda kd-tree nbody ode-solver openmp simulation stackless
Language:C++ 72
bluescarni / heyoka.py
Python library for ODE integration via Taylor's method and LLVM
python python3 astronomy llvm astrodynamics ode simd astrophysics nbody differential-equations multiprecision n-body ode-solver celestial-mechanics extended-precision just-in-time
Language:Python 70
srenevey / ode-solvers
Numerical methods to solve ordinary differential equations in Rust.
rust-crate ode-solver odes ordinary-differential-equations
Language:Rust 66
feenox
seamplex / feenox
Cloud-first free no-fee no-X uniX-like finite-element(ish) computational engineering tool
finite-elements hpc numerical-methods ode-solver pde-solver
Language:C 64
termoshtt / eom
Configurable ODE/PDE solver
rust-ndarray lyapunov ode-solver dynamical-systems pde-solver
Language:Rust 56
littleredcomputer / odex-js
Bulirsch-Stoer integration of systems of ordinary differential equations in JavaScript
differential-equations odex ode solver ode-solver
Language:TypeScript 53
WUST-FOG / gnlse-python
Generalized Nonlinear Schrodringer Equation solver
gnlse fibers nonlinear-simulations nonlinear-fiber-optics split-step-fourier-transform fft ode-solver raman-response supercontinuum-generation python simulation nonlinear-optics optics
Language:Python 47
odepack
jacobwilliams / odepack
Work in Progress to refactor and modernize the ODEPACK Library
fortran ode ode-solver odepack
Language:Fortran 44
ITNG / ModelingNeuralDynamics
An Introduction to Modeling Neuronal Dynamics - Borgers in python, Single Neuron Models, Mathematical Modeling, Computational Neuroscience, Hodgkin-Huxley Equations, Differential Equations, Brain Rhythms, Synchronization, Dynamics
python modeling-neuronal-dynamics brain-rhythms synchronization cplusplus scipy ode-solver
Language:MATLAB 37
jeremy-penn / Orbital_Mechanics
Useful programs for orbital mechanics
earth satellite-orbit trajectory calculate-satellite-trajectories 3d-plot rotation-matrix matlab satellite-ground-tracking orbital-mechanics physics-simulation physics physics-formulas mathematical-physics orbital-dynamics orbit-determination ode-solver
Language:MATLAB 37
SciML / SciMLWorkshop.jl
Workshop materials for training in scientific computing and scientific machine learning
workshop scientific-machine-learning sciml differential-equations differential-equations-solvers ode ode-solver odeint odes scientific-computing adjoint adjoint-method adjoint-sensitivities inverse-problems sde
Language:Julia 36
owlbarn / owl_ode
Owl's Differential Equation Solvers
ode ode-solver differential-equations sundials ocaml scientific-computing engineering-computation
Language:OCaml 34
woodward / integrator
A numerical integrator written in Elixir for the solution of sets of non-stiff ordinary differential equations (ODEs).
elixir numerical nx ode-solver runge-kutta runge-kutta-adaptive-step-size runge-kutta-methods adaptive-stepsize bogacki-shampine dormand-prince odes ordinary-differential-equations elixir-nx
Language:Elixir 32
nguyenngocbaocmt02 / BOSS
[ICLR 2024] Official implementation of Bellman Optimal Stepsize Straightening of Flow-Matching Models
data-free-knolwedge-distillation flow-matching ode-solver
Language:Python 30
ViktorC / PararealML
A machine learning boosted parallel-in-time differential equation solver framework.
differential-equations machine-learning parareal parallel-in-time hpc ode-solver pde-solver parallel-computing scientific-computing physics numerical-methods physics-informed-neural-networks finite-difference-method deep-learning
Language:Python 25
martinjrobins / diffsol
ODE solver library in Rust
bdf ode-solver dsl jacobian ode ode-integrator runge-kutta rust scientific-computing solver sparse-matrix mass-matrix
Language:Rust 23
soypat / godesim
ODE system solver made simple. For IVPs (initial value problems).
differential-equations dormand-prince golang initial-value-problem ivp newton-raphson-multivariable ode ode-solver runge-kutta runge-kutta-fehlberg simulation
Language:Go 23
draeger-lab / SBSCL
The Systems Biology Simulation Core Library (SBSCL) provides an efficient and exhaustive Java implementation of methods to interpret the content of models encoded in the Systems Biology Markup Language (SBML) and its numerical solution.
simulation sbml java flux-balance-analysis fba ordinary-differential-equations solver numerical-simulations ode-solver time-series-analysis sbml-model api library steady-state constraint-based-modeling linear-programming simulations systems-biology-simulation
Language:HTML 20
pnavaro / HOODESolver.jl
High Oscillatory Ordinary Differential Equation Solver in Julia
adams-bashforth-methods fft high-oscillatory julia ode-solver
Language:Julia 17
ComputationalScienceLaboratory / FATODE
A FORTRAN library for the integration of ordinary differential equations with direct and adjoint sensitivity analysis capabilities
ode-solver sensitivity-analysis time-integration fortran
Language:Fortran 16
JuliaTurkuDataScience / FdeSolver.jl
FdeSolver.jl: A Julia package for the numerical solution of fractional differential equations (FDEs) as well as systems of equations.
differential-equations numerical-methods solver ode-solver fractional-calculus predictor-corrector fractional-differential-equations julia fft
Language:Julia 16
sbesada / java.math.numerical.library
java numerical library for Matrix, Integrals (numerical integration), derivatives (numerical differentiation), equations, ODE, polynomials, etc
equation derivative differential-equations math-library dirichlet cauchy eigenvalues multidimensional partial-derivative series complex-numbers functions ode-solver integration derivation equation-systems numerical-integration matrix-library numerical-methods nonlinear-equations
Language:Java 16
WUST-FOG / cgnlse-python
Coupled Generalized Nonlinear Schrodringer Equation solver for birefringent fibers
gnlse birefringent-fibers cnlse ssfm fft fwm nonlinear-fiber-optics ode-solver solitons split-step-fourier-transform four-wave-mixing modulation-instability python
Language:Python 15