Deep Learning of Turbulent Scalar Mixing
☆19Oct 6, 2019Updated 6 years ago
Alternatives and similar repositories for DeepTurbulence
Users that are interested in DeepTurbulence are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Tutorial on a number of topics in Deep Learning☆38Feb 20, 2020Updated 6 years ago
- Machine learning of linear differential equations using Gaussian processes☆27May 2, 2018Updated 8 years ago
- Introduction to Machine Learning in R☆26May 7, 2021Updated 5 years ago
- Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems☆66Feb 20, 2020Updated 6 years ago
- Enhancing the convergence speed by 2x and improving the training success of Physics-Informed Neural Networks (PINNs).☆13Oct 14, 2024Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Parametric Gaussian Process Regression for Big Data (Matlab Version)☆25May 2, 2018Updated 8 years ago
- Deep Learning of Vortex Induced Vibrations☆103Feb 21, 2020Updated 6 years ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆71May 26, 2020Updated 6 years ago
- Backpropagation in Python, C++, and Cuda☆47Feb 17, 2020Updated 6 years ago
- Physics-Informed Neural Networks for solving PDEs (bachelor project)☆10Mar 20, 2023Updated 3 years ago
- Parametric Gaussian Process Regression for Big Data☆47Feb 20, 2020Updated 6 years ago
- A step-by-step introduction to deep learning (a.k.a. neural network) models for scientists and engineers.☆13Aug 28, 2022Updated 4 years ago
- Forward-Backward Stochastic Neural Networks: Deep Learning of High-dimensional Partial Differential Equations☆162Feb 20, 2020Updated 6 years ago
- Spanwise-averaged Navier–Stokes modelling through convolutional neural network☆14May 17, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆24Mar 8, 2020Updated 6 years ago
- This repository contains the source code for the research presented in the paper "Exploring hidden flow structures from sparse data throu…☆12Dec 4, 2023Updated 2 years ago
- Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations☆293Jul 30, 2022Updated 4 years ago
- Solve mass spring damper system with physics-informed neural networks in MATLAB☆16Apr 22, 2026Updated 4 months ago
- Hidden physics models: Machine learning of nonlinear partial differential equations☆153Feb 20, 2020Updated 6 years ago
- ☆26Jun 16, 2018Updated 8 years ago
- CFD solver for turbulent non-premixed flames based on the steady laminar flamelet model☆32May 7, 2019Updated 7 years ago
- ☆13Jul 31, 2026Updated last month
- Soleil-X is a turbulence/particle/radiation solver written in the Regent language for execution with the Legion runtime.☆17Jul 16, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Tutorial on Gaussian Processes☆67Feb 20, 2020Updated 6 years ago
- FluidNet re-written with ATen tensor lib☆52Jun 17, 2019Updated 7 years ago
- Hidden Fluid Mechanics☆371Jan 30, 2023Updated 3 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
- An article reporting the travails of reproducibility in unsteady CFD studies☆26May 10, 2020Updated 6 years ago
- A Python urban building energy modelling platform for complex urban neighbourhoods☆13Apr 23, 2026Updated 4 months ago
- Data-driven Reynolds stress modeling with physics-informed machine learning☆98Mar 21, 2019Updated 7 years ago
- Optimization framework for designing wind farms using computational fluid dynamics☆15Oct 6, 2020Updated 5 years ago
- TensorFlow PINN study for a couple of Fokker-Planck equations.☆13Jun 23, 2022Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A Deep Learning based Approach to Reduced Order Modeling for Turbulent Flow Control using LSTM Neural Networks. arXiv:1804.09269☆46May 2, 2018Updated 8 years ago
- 🌌 Applications of Physics-Informed ML: A collection of notebooks from my Masters research, exploring how machine learning can solve scie…☆12Apr 29, 2026Updated 4 months ago
- ☆12Jan 29, 2025Updated last year
- Setup for LES of channel flow in OpenFOAM v2306☆16Feb 15, 2026Updated 6 months ago
- EnergyPlus IDF editing tool: https://sdu-cfei.github.io/epquery☆12Mar 19, 2019Updated 7 years ago
- 1D RANS model simulation at fully developed turbulent channel flow.☆19Jan 20, 2017Updated 9 years ago
- The lid-driven cavity is a popular problem within the field of computational fluid dynamics (CFD) for validating computational methods. I…☆16Dec 14, 2021Updated 4 years ago