A collection of codes and references for deep learning in fluid dynamics
☆19Jun 10, 2021Updated 4 years ago
Alternatives and similar repositories for deep-learning-fluids
Users that are interested in deep-learning-fluids 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 simple 2D euler equation solver using finite volumes☆14Jan 6, 2023Updated 3 years ago
- Sample codes of CNN-SINDy based reduced-order modeling for fluid flows by Fukami et al., JFM 2021.☆30Sep 6, 2021Updated 4 years ago
- A jekyll template for easy creation of course websites. Checkout the template here:☆11Aug 1, 2024Updated last year
- Dynamic weight strategy of physics-informed neural networks for the 2D Navier-Stokes equations☆14Sep 1, 2022Updated 3 years ago
- Create Your Own Finite Volume Fluid Simulation (With Python) Part 2: Boundary Conditions and Source Terms☆31May 8, 2025Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Physics Informed Sparse Identification of Nonlinear Dynamics☆12Jan 3, 2025Updated last year
- Generalized sparse regression for continuous and discrete data☆14Feb 23, 2026Updated 2 months ago
- Sample codes for training of Voronoi-tessellation-assisted convolutional neural network by Fukami et al. (Nature Machine Intelligence 202…☆60Aug 11, 2023Updated 2 years ago
- This repository contains the MATLAB implementation of popular numerical methods in Computation Fluid dynamics. Starting from simple meth…☆11Dec 3, 2021Updated 4 years ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆70May 26, 2020Updated 5 years ago
- Repository for xL-SINDy, a robust algorithm to extract Lagrangian of nonlinear dynamical systems from noisy measurement data.☆12Aug 8, 2022Updated 3 years ago
- ☆20Aug 12, 2022Updated 3 years ago
- This repository provides a PyTorch implementation of the physics informed neural networks by M.Raissi et al.☆11Aug 9, 2021Updated 4 years ago
- Spectral Solver for Schrodinger-Poisson Quantum System☆35May 8, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆26Feb 24, 2022Updated 4 years ago
- Machine learning algorithms for discovering dimensionless groups from simulation and experimental data☆16Oct 12, 2022Updated 3 years ago
- Discovering Conservation Laws using Optimal Transport and Manifold Learning☆22Sep 23, 2023Updated 2 years ago
- Adaptable Seismic Data Format☆16Jun 21, 2020Updated 5 years ago
- Orbital mechanics library for simulation of orbital maneuvers.☆15Sep 8, 2019Updated 6 years ago
- Repository outlining functions and tests for automatic regression of governing equations (ARGOS)☆19Jan 11, 2024Updated 2 years ago
- ☆18Feb 5, 2026Updated 3 months ago
- Training convolutional neural networks using the genetic algorithm.☆23Jun 20, 2023Updated 2 years ago
- Welcome to the CTF for Science Framework, a modular and extensible platform designed for benchmarking modeling methods on dynamic systems…☆41May 4, 2026Updated 2 weeks ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- PINN Implementation for IJCAI paper, "Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activat…☆21Jun 19, 2024Updated last year
- Create Your Own Navier-Stokes Spectral Method Simulation (With Python)☆54May 8, 2025Updated last year
- Implementation of a Physics Informed Neural Network (PINN) written in Tensorflow v2, which is capable of solving Partial Differential Equ…☆17Apr 26, 2022Updated 4 years ago
- Google Colab Notebooks Labs☆14Feb 12, 2026Updated 3 months ago
- Contains the xSDK community policies. The master branch is the latest accepted version of the policies and will be applied to future xSDK…☆11Jun 14, 2024Updated last year
- A repo to learn and curate PINN☆34May 10, 2024Updated 2 years ago
- SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics☆166Aug 3, 2021Updated 4 years ago
- Code for Learning Sparse Nonlinear Dynamics via Mixed Integer Optimization☆16Jun 13, 2022Updated 3 years ago
- Real-time fluid simulation using smoothed particle hydrodynamics (SPH) by taking advantage of GPU hardware ray tracing for particle neigh…☆13Apr 20, 2026Updated 3 weeks ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆74Aug 31, 2020Updated 5 years ago
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆24Nov 29, 2022Updated 3 years ago
- This codes calculates the dimensionalized POD and uses SINDy from the PySINDy python package to build a data-driven model for it. The cod…☆25May 9, 2021Updated 5 years ago
- Julia implementation of LULESH with MPI + X.☆13Jul 23, 2022Updated 3 years ago
- PySensors is a Python package for sparse sensor placement☆114Feb 17, 2026Updated 3 months ago
- Python script solving the Burgers' equation (équation de Burgers) 1D by using FFT pseudo-spectral method.☆31Jul 25, 2021Updated 4 years ago
- Discretization methods for porous media flow problems.☆12Jan 10, 2023Updated 3 years ago