Top 7 Julia Pde Projects

DifferentialEquations.jl

6 2,754 7.3 Julia

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.
ModelingToolkit.jl

15 1,333 9.8 Julia

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
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
NeuralPDE.jl

10 901 9.7 Julia

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

Project mention: Automatically install huge number of dependency? | /r/Julia | 2023-05-31

The documentation has a manifest associated with it: https://docs.sciml.ai/NeuralPDE/dev/#Reproducibility. Instantiating the manifest will give you all of the exact versions used for the documentation build (https://github.com/SciML/NeuralPDE.jl/blob/gh-pages/v5.7.0/assets/Manifest.toml). You just ]instantiate folder_of_manifest. Or you can use the Project.toml.

DiffEqBase.jl

1 295 9.3 Julia

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

1 285 9.4 Julia

A Julia package to perform Bifurcation Analysis

Project mention: auto-07p VS BifurcationKit.jl - a user suggested alternative | libhunt.com/r/auto-07p | 2024-02-11

A Julia alternative with methods for automatic bifurcation diagrams. I can work for very large systems.

MethodOfLines.jl

2 148 9.2 Julia

Automatic Finite Difference PDE solving with Julia SciML
JFVM.jl

1 42 0.0 Julia

A simple finite volume tool for Julia

Project mention: Blog-post: using Julia to efficiently solve a partial differential equation | /r/Julia | 2023-06-21

InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).