Python physics-simulation

Open-source Python projects categorized as physics-simulation

Top 18 Python physics-simulation Projects

  • dm_control

    Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

  • pymunk

    Pymunk is a easy-to-use pythonic 2d physics library that can be used whenever you need 2d rigid body physics from Python

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  • fdtd

    A 3D electromagnetic FDTD simulator written in Python with optional GPU support

  • assistive-gym

    Assistive Gym, a physics-based simulation framework for physical human-robot interaction and robotic assistance.

  • Robotics-Object-Pose-Estimation

    A complete end-to-end demonstration in which we collect training data in Unity and use that data to train a deep neural network to predict the pose of a cube. This model is then deployed in a simulated robotic pick-and-place task.

  • opem

    OPEM (Open Source PEM Fuel Cell Simulation Tool)

  • SPH_Taichi

    A high-performance implementation of SPH in Taichi.

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  • fbpic

    Spectral, quasi-3D Particle-In-Cell code, for CPU and GPU

  • Incoherent-Light-Simulation

    Simulation of the propagation of incoherent light, aiming to illustrate the concept of spatial coherence.

  • PyPhysicsSandbox

    pyPhysicsSandbox is a simple wrapper around Pymunk that makes it easy to write code to explore 2D physics simulations. It's intended for use in introductory programming classrooms.

  • gopem

    GUI for OPEM library

  • nvidia-modulus-airfoil-optimisation

    Using NVIDIA modulus for airfoil optimizations at different angles.

  • SPH-Fluid-Simulation

    Smoothed Particle Hydrodynamics implementation with Python (by sillsill777)

  • GalaxyCollision

    This Python project's goal is to model the collision of multiple galaxies through the use of an optimized N-Body problem engine.

  • tvc-simulator

    Physics Simulation of a TVC rocket using a PID controller

  • atom-simulator

    This project allows the user to simulate the 118 known elements according to the Bohr Model.

  • ChessPieceVision

    Display pieces' moves on chessboards topologically with inverse-square law repulsion and Hooke's law springs (and a lot more) in 3D

  • python-physics-stuffs

    physics and science projects in python

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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 physics-simulation related posts

  • Show HN: Elodin – A better framework for physics simulation

    6 projects | news.ycombinator.com | 6 Mar 2024
  • 4000x Speedup in Reinforcement Learning with Jax

    1 project | news.ycombinator.com | 7 Apr 2023
  • Simulation of the double slit experiment with incoherent light at three different time scales. As the field is averaged over a few microseconds, wave interferences disappear! [OC]

    1 project | /r/educationalgifs | 30 Jul 2021
  • [R] Brax: A Differentiable Physics Engine for Large Scale Rigid Body Simulation, with a focus on performance and parallelism on accelerators, written in JAX.

    2 projects | /r/MachineLearning | 30 Jun 2021
  • Any good open source physics sandbox software?

    1 project | /r/Physics | 3 Jun 2021
  • Simulation of incoherent light made solving Maxwell equations. As the field is averaged over a few microseconds, wave interferences disappear!

    1 project | /r/Physics | 1 Jun 2021
  • Simulation of incoherent light made solving Maxwell equations. As the field is averaged over a few microseconds, wave interferences disappear!

    1 project | /r/TheoreticalPhysics | 9 Apr 2021
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    www.influxdata.com | 10 May 2024
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Index

What are some of the best open-source physics-simulation projects in Python? This list will help you:

Project Stars
1 dm_control 3,558
2 pymunk 880
3 fdtd 435
4 assistive-gym 295
5 Robotics-Object-Pose-Estimation 263
6 opem 185
7 SPH_Taichi 183
8 fbpic 165
9 Incoherent-Light-Simulation 155
10 PyPhysicsSandbox 43
11 gopem 31
12 nvidia-modulus-airfoil-optimisation 21
13 SPH-Fluid-Simulation 13
14 GalaxyCollision 12
15 tvc-simulator 10
16 atom-simulator 5
17 ChessPieceVision 2
18 python-physics-stuffs 0

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