All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)
☆1,171Feb 14, 2026Updated 2 months ago
Alternatives and similar repositories for machine-learning-and-simulation
Users that are interested in machine-learning-and-simulation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A differentiable PDE solving framework for machine learning☆1,864Apr 23, 2026Updated last week
- Computational Fluid Dynamics in JAX☆944Feb 24, 2026Updated 2 months ago
- Slides + Source Code + Data for an introductory course to NumPy, Matplotlib, SciPy, Scikit-Learn & TensorFlow Keras☆25Feb 4, 2026Updated 2 months ago
- Differentiable Fluid Dynamics Package☆572Apr 21, 2026Updated last week
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆100Nov 11, 2025Updated 5 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Python for Scientific Computing (FEniCS, PyTorch, VTK)☆138Jun 28, 2024Updated last year
- Fast and simple fluid simulator in Julia☆806Apr 23, 2026Updated last week
- PDEBench: An Extensive Benchmark for Scientific Machine Learning☆1,119Mar 30, 2026Updated last month
- This repository contains fundamental codes related to CFD that can be included in any graduate level CFD coursework.☆544Aug 23, 2021Updated 4 years ago
- Differentiable Finite Element Method with JAX☆652Apr 14, 2026Updated 2 weeks ago
- A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/☆3,980Mar 19, 2024Updated 2 years ago
- Lecture material for machine learning applied to computational fluid mechanics☆448Dec 16, 2025Updated 4 months ago
- Learning in infinite dimension with neural operators.☆3,584Feb 24, 2026Updated 2 months ago
- ☆223Jul 27, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A curated list of repositories related to fluid dynamics.☆352Feb 19, 2026Updated 2 months ago
- XLB: Accelerated Lattice Boltzmann (XLB) for Physics-based ML☆460Mar 9, 2026Updated last month
- Spectral Navier Stokes (and similar) solvers in Python☆348Aug 4, 2023Updated 2 years ago
- Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML method…☆2,728Apr 25, 2026Updated last week
- In-situ data analyses and machine learning with OpenFOAM and Python☆181Dec 10, 2023Updated 2 years ago
- Trixi.jl: Adaptive high-order numerical simulations of conservation laws in Julia☆681Apr 25, 2026Updated last week
- Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond☆1,877Oct 10, 2025Updated 6 months ago
- A library for scientific machine learning and physics-informed learning☆4,106Mar 1, 2026Updated 2 months ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆113Dec 13, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ETH course - Solving PDEs in parallel on GPUs I Fall 2025☆141Mar 3, 2026Updated last month
- Additive manufacturing simulation with JAX.☆346Jul 11, 2025Updated 9 months ago
- ☆412Dec 3, 2022Updated 3 years ago
- DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia☆293Sep 28, 2024Updated last year
- Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/☆1,989Apr 20, 2026Updated last week
- Curated list for ML in FM☆242Sep 6, 2025Updated 7 months ago
- Lattice Boltzmann fluid simulation☆225May 8, 2025Updated 11 months ago
- Simple OOP Python Code to run some Pseudo-Spectral 2D Simulations of Turbulence☆69Feb 22, 2023Updated 3 years ago
- Simple explicit compressible Euler solver for 3D unstructured polyhedral meshes written in Julia☆52Jun 13, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Physics-Informed Neural networks for Advanced modeling☆738Updated this week
- Comparison of various numerical methods for computational fluid dynamics☆75May 8, 2025Updated 11 months ago
- Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)☆2,013Updated this week
- Welcome to the Physics-based Deep Learning Book v0.3 - the GenAI Edition☆1,314Aug 12, 2025Updated 8 months ago
- Python package for solving partial differential equations using finite differences.☆456Updated this week
- Examples of how to use machine learning algorithms in computational fluid dynamics.☆269Aug 26, 2022Updated 3 years ago
- Simple 2D incompressible Navier-Stokes solver. Fully implemented in python.☆17Oct 26, 2020Updated 5 years ago