Python partial-differential-equations

Open-source Python projects categorized as partial-differential-equations
Edit details
Topics: neural-operators Pytorch fluid-dynamics physics-informed-neural-networks Scientific
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.
www.influxdata.com
featured

Top 3 Python partial-differential-equation Projects

  • neuraloperator

    Learning in infinite dimension with neural operators.

    • Project mention: Learn in Infinite Dimensions | news.ycombinator.com | 2024-01-05

  • PDEBench

    PDEBench: An Extensive Benchmark for Scientific Machine Learning

    • Project mention: [P] LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite | /r/MachineLearning | 2023-12-11

    LagrangeBench is a machine learning benchmarking library for CFD particle problems based on JAX. It is designed to evaluate and develop learned particle models (e.g. graph neural networks) on challenging physical problems. To our knowledge it's the first benchmark for this specific set of problems. Our work was inspired by the grid-based benchmarks of PDEBench and PDEArena, and we propose it as a Lagrangian alternative.

  • InfluxDB

    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.

    InfluxDB logo

  • nvidia-modulus-airfoil-optimisation

    Using NVIDIA modulus for airfoil optimizations at different angles.

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).

Python partial-differential-equations related posts

  • Learn in Infinite Dimensions

    1 project | news.ycombinator.com | 5 Jan 2024

  • Tensorflow version of layer running almost 10x slower

    1 project | /r/tensorflow | 2 Aug 2021

Index

What are some of the best open-source partial-differential-equation projects in Python? This list will help you:

Project Stars
1 neuraloperator 1,789
2 PDEBench 623
3 nvidia-modulus-airfoil-optimisation 21

Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com