All the handwritten notes π and source code files π₯οΈ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)
β1,181May 22, 2026Updated last month
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 learningβ1,897Jun 22, 2026Updated last week
- Computational Fluid Dynamics in JAXβ948Feb 24, 2026Updated 4 months ago
- Slides + Source Code + Data for an introductory course to NumPy, Matplotlib, SciPy, Scikit-Learn & TensorFlow Kerasβ25May 11, 2026Updated last month
- Differentiable Fluid Dynamics Packageβ596Jun 18, 2026Updated 2 weeks ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (β₯46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled Tβ¦β103Jun 1, 2026Updated last month
- Deploy on Railway without the complexity - Free Credits Offer β’ AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Python for Scientific Computing (FEniCS, PyTorch, VTK)β137Jun 23, 2026Updated last week
- Fast and simple fluid simulator in Juliaβ821Jun 27, 2026Updated last week
- PDEBench: An Extensive Benchmark for Scientific Machine Learningβ1,166Mar 30, 2026Updated 3 months ago
- This repository contains fundamental codes related to CFD that can be included in any graduate level CFD coursework.β547Aug 23, 2021Updated 4 years ago
- A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/β4,068Mar 19, 2024Updated 2 years ago
- Differentiable Finite Element Method with JAXβ705Jun 13, 2026Updated 3 weeks ago
- Lecture material for machine learning applied to computational fluid mechanicsβ462Dec 16, 2025Updated 6 months ago
- β224Jul 27, 2024Updated last year
- Learning in infinite dimension with neural operators.β3,717Jun 23, 2026Updated last week
- Managed hosting for WordPress and PHP on Cloudways β’ AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- XLB: Accelerated Lattice Boltzmann (XLB) for Physics-based MLβ489May 29, 2026Updated last month
- A curated list of repositories related to fluid dynamics.β360Feb 19, 2026Updated 4 months ago
- Spectral Navier Stokes (and similar) solvers in Pythonβ351Aug 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 methodβ¦β2,987Jun 26, 2026Updated last week
- In-situ data analyses and machine learning with OpenFOAM and Pythonβ182Dec 10, 2023Updated 2 years ago
- Links to works on deep learning algorithms for physics problems, TUM-I15 and beyondβ1,897Oct 10, 2025Updated 8 months ago
- Trixi.jl: Adaptive high-order numerical simulations of conservation laws in Juliaβ703Jun 27, 2026Updated last week
- A library for scientific machine learning and physics-informed learningβ4,266Jun 24, 2026Updated last week
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulationβ116Dec 13, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ETH course - Solving PDEs in parallel on GPUs I Fall 2025β142Updated this week
- Additive manufacturing simulation with JAX.β359Jul 11, 2025Updated 11 months ago
- β423Dec 3, 2022Updated 3 years ago
- DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Juliaβ293Sep 28, 2024Updated last year
- Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/β2,060Jun 21, 2026Updated last week
- Curated list for ML in FMβ245May 17, 2026Updated last month
- Lattice Boltzmann fluid simulationβ231May 8, 2025Updated last year
- Simple OOP Python Code to run some Pseudo-Spectral 2D Simulations of Turbulenceβ70Feb 22, 2023Updated 3 years ago
- Simple explicit compressible Euler solver for 3D unstructured polyhedral meshes written in Juliaβ53Jun 13, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer β’ AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Physics-Informed Neural networks for Advanced modelingβ768Jun 24, 2026Updated last week
- Comparison of various numerical methods for computational fluid dynamicsβ76May 8, 2025Updated last year
- Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)β2,022Jun 22, 2026Updated last week
- Welcome to the Physics-based Deep Learning Book v0.3 - the GenAI Editionβ1,352Aug 12, 2025Updated 10 months ago
- Python package for solving partial differential equations using finite differences.β463Updated this week
- Simple 2D incompressible Navier-Stokes solver. Fully implemented in python.β17Oct 26, 2020Updated 5 years ago
- Examples of how to use machine learning algorithms in computational fluid dynamics.β273Aug 26, 2022Updated 3 years ago