An open API service providing repository metadata for many open source software ecosystems.

Topic: "ode"

nfmcclure/tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

Language: Jupyter Notebook - Size: 18.9 MB - Last synced at: 8 months ago - Pushed at: over 1 year ago - Stars: 6,259 - Forks: 2,406

SciML/DifferentialEquations.jl

Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia.

Language: Julia - Size: 169 MB - Last synced at: about 12 hours ago - Pushed at: 3 days ago - Stars: 3,046 - Forks: 244

SciML/ModelingToolkit.jl

An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations

Language: Julia - Size: 1.01 GB - Last synced at: 15 days ago - Pushed at: 16 days ago - Stars: 1,585 - Forks: 238

Zymrael/awesome-neural-ode

A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.

Size: 112 KB - Last synced at: 13 days ago - Pushed at: over 1 year ago - Stars: 1,502 - Forks: 156

SciML/NeuralPDE.jl

Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

Language: Julia - Size: 563 MB - Last synced at: 19 days ago - Pushed at: 20 days ago - Stars: 1,146 - Forks: 227

NeuroDiffGym/neurodiffeq

A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.

Language: Python - Size: 138 MB - Last synced at: 5 days ago - Pushed at: 5 months ago - Stars: 770 - Forks: 101

SciML/SciMLTutorials.jl

Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.

Language: CSS - Size: 217 MB - Last synced at: 26 days ago - Pushed at: about 1 month ago - Stars: 737 - Forks: 126

mathLab/PINA

Physics-Informed Neural networks for Advanced modeling

Language: Python - Size: 151 MB - Last synced at: 5 days ago - Pushed at: 7 days ago - Stars: 689 - Forks: 92

SciML/OrdinaryDiffEq.jl

High performance ordinary differential equation (ODE) and differential-algebraic equation (DAE) solvers, including neural ordinary differential equations (neural ODEs) and scientific machine learning (SciML)

Language: Julia - Size: 68.2 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 617 - Forks: 243

SciML/diffeqpy

Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization

Language: Python - Size: 174 KB - Last synced at: 1 day ago - Pushed at: 7 days ago - Stars: 588 - Forks: 51

korsbo/Latexify.jl

Convert julia objects to LaTeX equations, arrays or other environments.

Language: Julia - Size: 3.14 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 587 - Forks: 59

SciML/Catalyst.jl

Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software.

Language: Julia - Size: 230 MB - Last synced at: 6 days ago - Pushed at: 8 days ago - Stars: 503 - Forks: 80

SciML/DataDrivenDiffEq.jl

Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organization

Language: Julia - Size: 50.6 MB - Last synced at: about 12 hours ago - Pushed at: 2 days ago - Stars: 422 - Forks: 59

SciML/SciMLSensitivity.jl

A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimize-then-discretize, discretize-then-optimize, adjoint methods, and more for ODEs, SDEs, DDEs, DAEs, etc.

Language: Julia - Size: 91 MB - Last synced at: about 18 hours ago - Pushed at: 1 day ago - Stars: 374 - Forks: 79

SciML/DiffEqBase.jl

The lightweight Base library for shared types and functionality for defining differential equation and scientific machine learning (SciML) problems

Language: Julia - Size: 3.34 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 348 - Forks: 122

SciML/SciMLBenchmarks.jl

Scientific machine learning (SciML) benchmarks, AI for science, and (differential) equation solvers. Covers Julia, Python (PyTorch, Jax), MATLAB, R

Language: MATLAB - Size: 186 MB - Last synced at: 7 days ago - Pushed at: 9 days ago - Stars: 334 - Forks: 104

SciML/DiffEqDocs.jl

Documentation for the DiffEq differential equations and scientific machine learning (SciML) ecosystem

Language: Julia - Size: 244 MB - Last synced at: about 7 hours ago - Pushed at: 3 days ago - Stars: 318 - Forks: 253

analysiscenter/pydens

PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks

Language: Jupyter Notebook - Size: 23.8 MB - Last synced at: 21 days ago - Pushed at: almost 2 years ago - Stars: 312 - Forks: 67

SciML/DiffEqGPU.jl

GPU-acceleration routines for DifferentialEquations.jl and the broader SciML scientific machine learning ecosystem

Language: Julia - Size: 2.97 MB - Last synced at: 17 days ago - Pushed at: 20 days ago - Stars: 310 - Forks: 38

jacobjinkelly/easy-neural-ode

Code for the paper "Learning Differential Equations that are Easy to Solve"

Language: Python - Size: 25.9 MB - Last synced at: 6 months ago - Pushed at: about 4 years ago - Stars: 281 - Forks: 28

ps-wiki/best-of-ps

🏆 A weekly updated ranked list of popular open-source libraries and tools for Power System Analysis.

Size: 4.12 MB - Last synced at: 3 days ago - Pushed at: 6 days ago - Stars: 248 - Forks: 44

bluescarni/heyoka

C++ library for ODE integration via Taylor's method and LLVM

Language: C++ - Size: 619 MB - Last synced at: 16 days ago - Pushed at: 17 days ago - Stars: 231 - Forks: 14

SciML/SciMLStyle

A style guide for stylish Julia developers

Language: Julia - Size: 716 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 230 - Forks: 19

SciML/Sundials.jl

Julia interface to Sundials, including a nonlinear solver (KINSOL), ODEs (CVODE and ARKODE), and DAEs (IDA)

Language: Julia - Size: 1.71 MB - Last synced at: 6 days ago - Pushed at: 9 days ago - Stars: 210 - Forks: 77

JuliaReach/ReachabilityAnalysis.jl

Computing reachable states of dynamical systems in Julia

Language: Julia - Size: 21.3 MB - Last synced at: 6 days ago - Pushed at: 8 days ago - Stars: 207 - Forks: 17

tzaeschke/ode4j

Java 3D Physics Engine & Library

Language: Java - Size: 14.4 MB - Last synced at: 6 months ago - Pushed at: 7 months ago - Stars: 176 - Forks: 40

SciML/SciMLBase.jl

The Base interface of the SciML ecosystem

Language: Julia - Size: 35.9 MB - Last synced at: 7 days ago - Pushed at: 9 days ago - Stars: 167 - Forks: 115

Hipparchus-Math/hipparchus

An efficient, general-purpose mathematics components library in the Java programming language

Language: Java - Size: 33.3 MB - Last synced at: 8 days ago - Pushed at: 10 days ago - Stars: 166 - Forks: 49

gbionics/jaxsim

A differentiable physics engine and multibody dynamics library for control and robot learning.

Language: Python - Size: 7.45 MB - Last synced at: 16 days ago - Pushed at: 17 days ago - Stars: 166 - Forks: 19

SciML/ModelingToolkitStandardLibrary.jl

A standard library of components to model the world and beyond

Language: Julia - Size: 40.4 MB - Last synced at: 19 days ago - Pushed at: 22 days ago - Stars: 156 - Forks: 45

JuliaDynamics/NetworkDynamics.jl

Julia package for simulating Dynamics on Networks

Language: Julia - Size: 95.8 MB - Last synced at: 6 days ago - Pushed at: 9 days ago - Stars: 151 - Forks: 15

metrumresearchgroup/mrgsolve

Simulate from ODE-based population PK/PD and QSP models in R

Language: R - Size: 36.4 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 150 - Forks: 36

SciML/JumpProcesses.jl

Build and simulate jump equations like Gillespie simulations and jump diffusions with constant and state-dependent rates and mix with differential equations and scientific machine learning (SciML)

Language: Julia - Size: 1.76 GB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 148 - Forks: 38

SciML/diffeqr

Solving differential equations in R using DifferentialEquations.jl and the SciML Scientific Machine Learning ecosystem

Language: R - Size: 235 KB - Last synced at: 30 days ago - Pushed at: 4 months ago - Stars: 147 - Forks: 16

auto-07p/auto-07p

AUTO is a publicly available software for continuation and bifurcation problems in ordinary differential equations originally written in 1980 and widely used in the dynamical systems community.

Language: Fortran - Size: 6.96 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 136 - Forks: 55

nathanaelbosch/ProbNumDiffEq.jl

Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing

Language: Julia - Size: 77 MB - Last synced at: 26 days ago - Pushed at: 27 days ago - Stars: 130 - Forks: 16

AMICI-dev/AMICI

High-performance sensitivity analysis for large ordinary differential equation models

Language: C++ - Size: 214 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 127 - Forks: 32

Fortran-FOSS-Programmers/FOODIE

Fortran Object-Oriented Differential-equations Integration Environment, FOODIE

Language: Fortran - Size: 76.3 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 126 - Forks: 30

SciML/DiffEqBayes.jl

Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic scientific machine learning

Language: Julia - Size: 41.5 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 125 - Forks: 28

SciML/ODE.jl 📦

Assorted basic Ordinary Differential Equation solvers for scientific machine learning (SciML). Deprecated: Use DifferentialEquations.jl instead.

Language: Julia - Size: 700 KB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 103 - Forks: 48

SciML/DiffEqCallbacks.jl

A library of useful callbacks for hybrid scientific machine learning (SciML) with augmented differential equation solvers

Language: Julia - Size: 3.89 GB - Last synced at: 10 days ago - Pushed at: 11 days ago - Stars: 100 - Forks: 53

martinjrobins/diffsol

ODE solver library in Rust

Language: Rust - Size: 4.12 MB - Last synced at: 7 days ago - Pushed at: 10 days ago - Stars: 90 - Forks: 11

SciNim/numericalnim

A collection of numerical methods written in Nim

Language: Nim - Size: 729 KB - Last synced at: 7 months ago - Pushed at: over 1 year ago - Stars: 90 - Forks: 9

SciML/DiffEqProblemLibrary.jl

A library of premade problems for examples and testing differential equation solvers and other SciML scientific machine learning tools

Language: Julia - Size: 863 KB - Last synced at: 6 days ago - Pushed at: 9 days ago - Stars: 87 - Forks: 39

planelles20/numerical-methods-fortran

Solving linear, nonlinear equations, ordinary differential equations, ... using numerical methods in fortran

Language: Fortran - Size: 189 KB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 87 - Forks: 18

jacobwilliams/rklib

Fixed and variable-step Runge-Kutta solvers in Modern Fortran

Language: Fortran - Size: 3.47 MB - Last synced at: 7 months ago - Pushed at: 9 months ago - Stars: 84 - Forks: 4

SciFracX/FractionalDiffEq.jl

Solve Fractional Differential Equations using high performance numerical methods

Language: Julia - Size: 12.3 MB - Last synced at: 8 days ago - Pushed at: 4 months ago - Stars: 83 - Forks: 12

bluescarni/heyoka.py

Python library for ODE integration via Taylor's method and LLVM

Language: Python - Size: 1.25 GB - Last synced at: 16 days ago - Pushed at: 17 days ago - Stars: 81 - Forks: 14

samholt/NeuralLaplace

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

Language: Python - Size: 16.7 MB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 81 - Forks: 12

SciML/MultiScaleArrays.jl

A framework for developing multi-scale arrays for use in scientific machine learning (SciML) simulations

Language: Julia - Size: 1.17 MB - Last synced at: 4 days ago - Pushed at: 8 days ago - Stars: 77 - Forks: 17

Willcox-Research-Group/rom-operator-inference-Python3

Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.

Language: Python - Size: 55.9 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 75 - Forks: 33

SciML/SciMLExpectations.jl

Fast uncertainty quantification for scientific machine learning (SciML) and differential equations

Language: Julia - Size: 70.1 MB - Last synced at: 6 days ago - Pushed at: 8 days ago - Stars: 71 - Forks: 20

williamdsw/saroo-compatibility-list

In progress compatibility list games of SAROO cartridge for Sega Saturn

Language: Shell - Size: 51.2 MB - Last synced at: 22 days ago - Pushed at: 24 days ago - Stars: 70 - Forks: 1

SciML/CellMLToolkit.jl

CellMLToolkit.jl is a Julia library that connects CellML models to the Scientific Julia ecosystem.

Language: Julia - Size: 2.89 MB - Last synced at: 7 days ago - Pushed at: 8 days ago - Stars: 69 - Forks: 17

SciML/sciml.ai

The SciML Scientific Machine Learning Software Organization Website

Language: CSS - Size: 11.9 MB - Last synced at: 13 days ago - Pushed at: 15 days ago - Stars: 68 - Forks: 62

SciML/GlobalSensitivity.jl

Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia

Language: Julia - Size: 28.7 MB - Last synced at: 5 days ago - Pushed at: 8 days ago - Stars: 62 - Forks: 22

SciML/DiffEqParamEstim.jl

Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions

Language: Julia - Size: 3.79 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 62 - Forks: 34

SciML/DelayDiffEq.jl

Delay differential equation (DDE) solvers in Julia for the SciML scientific machine learning ecosystem. Covers neutral and retarded delay differential equations, and differential-algebraic equations.

Language: Julia - Size: 1.81 MB - Last synced at: 7 days ago - Pushed at: 10 days ago - Stars: 61 - Forks: 27

FiammettaC/Chemical-Reaction-Engineering-in-Python

This repository contains a practical course designed for chemical engineers that want to learn how to solve exercises and program in Python. The course will cover various topics, such as basic Python syntax, data structures, solving ODEs, stoichiometry, data visualization and basic data analysis.

Language: Jupyter Notebook - Size: 1.02 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 58 - Forks: 11

metrumresearchgroup/Torsten

library of C++ functions that support applications of Stan in Pharmacometrics

Language: C++ - Size: 716 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 56 - Forks: 12

littleredcomputer/odex-js

Bulirsch-Stoer integration of systems of ordinary differential equations in JavaScript

Language: TypeScript - Size: 430 KB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 56 - Forks: 5

williamdsw/saroo-configuration-list

Multiple configurations files for Sega Saturn Games to working with SAROO

Size: 296 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 55 - Forks: 1

SciML/SciMLOperators.jl

SciMLOperators.jl: Matrix-Free Operators for the SciML Scientific Machine Learning Common Interface in Julia

Language: Julia - Size: 3.81 MB - Last synced at: 5 days ago - Pushed at: 8 days ago - Stars: 54 - Forks: 14

dae-cpp/dae-cpp

A simple but powerful header-only C++ DAE (Differential Algebraic Equation) system solver

Language: C++ - Size: 2.39 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 54 - Forks: 8

extrawurst/unecht 📦

Game Engine Framework for the D programming language

Language: D - Size: 22.3 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 54 - Forks: 5

SciML/DiffEqPhysics.jl

A library for building differential equations arising from physical problems for physics-informed and scientific machine learning (SciML)

Language: Julia - Size: 241 KB - Last synced at: 7 days ago - Pushed at: 9 days ago - Stars: 52 - Forks: 19

SciML/DiffEqDevTools.jl

Benchmarking, testing, and development tools for differential equations and scientific machine learning (SciML)

Language: Julia - Size: 962 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 52 - Forks: 36

jacobwilliams/dop853

Modern Fortran Edition of Hairer's DOP853 ODE Solver. An explicit Runge-Kutta method of order 8(5,3) for problems y'=f(x,y); with dense output of order 7

Language: Fortran - Size: 1.4 MB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 52 - Forks: 15

JuliaReach/Reachability.jl

Reachability and Safety of Nondeterministic Dynamical Systems

Language: Julia - Size: 1.77 MB - Last synced at: 9 months ago - Pushed at: over 4 years ago - Stars: 50 - Forks: 4

Beliavsky/Burkardt-Fortran-90

Classification of John Burkardt's many Fortran 90 codes

Size: 29.9 MB - Last synced at: 5 months ago - Pushed at: 11 months ago - Stars: 48 - Forks: 10

jacobwilliams/odepack

Work in Progress to refactor and modernize the ODEPACK Library

Language: Fortran - Size: 12.9 MB - Last synced at: 8 months ago - Pushed at: almost 2 years ago - Stars: 47 - Forks: 14

apache/ode 📦

Mirror of Apache ODE

Language: Java - Size: 20.7 MB - Last synced at: 2 months ago - Pushed at: almost 6 years ago - Stars: 45 - Forks: 60

SciML/SBMLToolkit.jl

SBML differential equation and chemical reaction model (Gillespie simulations) for Julia's SciML ModelingToolkit

Language: Julia - Size: 2.64 MB - Last synced at: 7 days ago - Pushed at: 10 days ago - Stars: 44 - Forks: 10

InsightRX/PKPDsim

Simulate PK-PD models defined as ODE systems

Language: R - Size: 43.8 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 44 - Forks: 15

princemahajan/FLINT

Fortran Library for numerical INTegration of differential equations

Language: Fortran - Size: 3.66 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 41 - Forks: 9

WarrenWeckesser/odeintw

odeintw provides a wrapper of scipy.integrate.odeint that allows it to handle complex and matrix differential equations.

Language: Python - Size: 352 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 40 - Forks: 11

jacobwilliams/ddeabm

Modern Fortran implementation of the DDEABM Adams-Bashforth algorithm

Language: Fortran - Size: 3.53 MB - Last synced at: 3 months ago - Pushed at: 12 months ago - Stars: 40 - Forks: 7

SciML/SciMLWorkshop.jl

Workshop materials for training in scientific computing and scientific machine learning

Language: Julia - Size: 62.2 MB - Last synced at: 7 days ago - Pushed at: 8 days ago - Stars: 39 - Forks: 6

auralius/LuGre

A full reconstruction of the paper: A new model for control systems with friction (Canudas de Wit et al., 1995, IEEE Transactions on Automatic Control)

Language: MATLAB - Size: 2.87 MB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 38 - Forks: 13

SciML/DASSL.jl

Solves stiff differential algebraic equations (DAE) using variable stepsize backwards finite difference formula (BDF) in the SciML scientific machine learning organization

Language: Julia - Size: 242 KB - Last synced at: 7 days ago - Pushed at: 9 days ago - Stars: 36 - Forks: 17

woodward/integrator

A numerical integrator written in Elixir for the solution of sets of non-stiff ordinary differential equations (ODEs).

Language: Elixir - Size: 1.23 MB - Last synced at: 2 months ago - Pushed at: 11 months ago - Stars: 35 - Forks: 0

vinhphunguyen/maths_julia

Julia codes for various mathematics topics

Language: Asymptote - Size: 431 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 35 - Forks: 11

owlbarn/owl_ode

Owl's Differential Equation Solvers

Language: OCaml - Size: 396 KB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 35 - Forks: 6

JonasBreuling/scipy_dae

Python implementation of solvers for differential algebraic equation's (DAE's) that should be added to scipy one day.

Language: Python - Size: 79.6 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 33 - Forks: 3

SciML/SteadyStateDiffEq.jl

Solvers for steady states in scientific machine learning (SciML)

Language: Julia - Size: 222 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 31 - Forks: 23

biomass-dev/biomass

A Python Framework for Modeling and Analysis of Signaling Systems

Language: Python - Size: 26 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 30 - Forks: 13

jiaqingxie/Theories-of-Graph-Neural-Networks

A List of Papers on Theoretical Foundations of Graph Neural Networks

Size: 227 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 29 - Forks: 0

matthieu637/ddrl

Deep Developmental Reinforcement Learning

Language: C++ - Size: 39.7 MB - Last synced at: 9 months ago - Pushed at: over 5 years ago - Stars: 29 - Forks: 3

sbmlteam/sbml-test-suite

The SBML Test Suite is a conformance testing system. It allows developers and users to test the degree and correctness of the SBML support provided in a software package.

Language: JavaScript - Size: 389 MB - Last synced at: 12 days ago - Pushed at: about 1 month ago - Stars: 26 - Forks: 13

williamdsw/saroo-backgrounds

Background images and songs for SAROO (>= firmware v0.5)

Size: 492 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 26 - Forks: 3

garth-wells/IA-maths-Jupyter

Notebooks in support of of the Part IA (Michaelmas Term) mathematics course at the Department of Engineering at University of Cambridge

Language: Jupyter Notebook - Size: 8.75 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 26 - Forks: 14

NREL/scikit-sundae

Python bindings to SUNDIALS differential algebraic equation solvers

Language: Python - Size: 1.93 MB - Last synced at: 6 days ago - Pushed at: 22 days ago - Stars: 24 - Forks: 9

Beliavsky/Burkardt-Fortran-90-codes

John Burkardt's Fortran 90 codes and documentation

Language: Fortran - Size: 35.3 MB - Last synced at: 10 months ago - Pushed at: 11 months ago - Stars: 24 - Forks: 1

prs-eth/ODEcrop

[TGRS21] Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations

Language: Python - Size: 528 MB - Last synced at: 9 months ago - Pushed at: almost 4 years ago - Stars: 24 - Forks: 3

fedebotu/optimal-control-exercises

Exercise solutions for Daniel Liberzon's "Calculus of Variations and Optimal Control Theory: A Concise Introduction" book and other optimal control problems

Language: Jupyter Notebook - Size: 1.63 MB - Last synced at: 9 months ago - Pushed at: about 4 years ago - Stars: 24 - Forks: 8

Zymrael/PortHamiltonianNN

Port-Hamiltonian Approach to Neural Network Training

Language: Jupyter Notebook - Size: 1.99 MB - Last synced at: 8 months ago - Pushed at: about 6 years ago - Stars: 24 - Forks: 11

eddardd/Control-Theory

Tutorials on Control Theory

Language: Jupyter Notebook - Size: 10.2 MB - Last synced at: almost 3 years ago - Pushed at: about 6 years ago - Stars: 24 - Forks: 5

ORNL/ORMATEX

Oak Ridge Matrix Exponential toolkit

Language: Python - Size: 938 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 23 - Forks: 1

ICB-DCM/parPE

Parameter estimation for dynamical models using high-performance computing, batch and mini-batch optimizers, and dynamic load balancing.

Language: C++ - Size: 56.5 MB - Last synced at: 4 months ago - Pushed at: 11 months ago - Stars: 23 - Forks: 4

ivan-pi/stiff3

Adaptive solver for stiff systems of ODEs using semi-implicit Runge-Kutta method of third order

Language: Fortran - Size: 44.9 KB - Last synced at: 10 months ago - Pushed at: 12 months ago - Stars: 23 - Forks: 2

Related Topics
differential-equations 110 ode-solver 74 python 58 numerical-methods 55 ordinary-differential-equations 53 pde 48 julia 43 scientific-machine-learning 42 sciml 41 matlab 41 runge-kutta 35 dae 32 simulation 31 numerical-integration 30 sde 28 numerical-analysis 26 dde 23 ode-model 21 differentialequations 19 systems-biology 19 neural-ode 19 dynamical-systems 18 fortran 18 math 17 mathematics 16 scientific-computing 15 linear-algebra 14 cpp 13 solver 12 optimization 12 sbml 12 deep-learning 12 r 12 machine-learning 12 neural-differential-equations 12 differential-algebraic-equations 12 interpolation 12 pytorch 11 mathematical-modelling 11 runge-kutta-methods 11 root-finding 11 runge-kutta-4 11 latex 10 ivp 10 modeling 10 integration 10 partial-differential-equations 10 rk4 10 stochastic-differential-equations 10 neural-networks 9 java 9 jax 9 hacktoberfest 9 numerical 9 physics-informed-neural-networks 9 python3 8 euler 8 sundials 8 physics 8 parameter-estimation 8 scipy 8 euler-method 8 neural-network 7 numpy 7 control-systems 7 nonlinear-dynamics 7 delay-differential-equations 7 sensitivity-analysis 7 pde-solver 6 sympy 6 curve-fitting 6 chaos 6 calculus 6 pinn 6 fortran-package-manager 6 engineering 6 optimal-control 5 modelling 5 maths 5 simulations 5 physics-simulation 5 integral 5 dynamics 5 odeint 5 scientific-ai 5 cvode 5 monte-carlo 5 rnn 5 nonlinear-equations 5 stochastic 5 initial-value-problem 5 eigenvalues 5 odes 5 jupyter-notebook 4 numerical-differentiation 4 physics-informed-learning 4 julialang 4 numerical-optimization 4 linear-regression 4 linear-systems 4