Convolution Neural Network based solution for 2D steady state Navier Stokes equation for submerged badies
☆13May 3, 2021Updated 5 years ago
Alternatives and similar repositories for DeepSteadyFlows
Users that are interested in DeepSteadyFlows are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆18Aug 9, 2023Updated 2 years ago
- Deep Learning based method to try and learn the problem of inverse Navier Stokes and model the flow for an oscillating airfoil.☆24Jun 7, 2020Updated 5 years ago
- Physics-incorporated Graph Neural Network Using Dynamic Higher-Order Spatio-temporal Graphs for Multivariate Time Series Imputation☆16Apr 17, 2026Updated last month
- An overview of articles related to deep reinforcement learning in fluid mechanics☆11Nov 21, 2023Updated 2 years ago
- KTH-FlowAI / Towards-extraction-of-orthogonal-and-parsimonious-non-linear-modes-from-turbulent-flows☆12Apr 5, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This repo contains a PyTorch-based AE-ConvLSTM model for fluid flow prediction. It can forecast 5–10 time steps per forward pass and over…☆28Jun 2, 2025Updated 11 months ago
- Dataset of Airfoil Aerodynamic and Geometric Coefficients☆17Apr 1, 2026Updated last month
- This repository introduces Partial Differential Equation Solver using neural network that can learn resolution-invariant solution operato…☆17Nov 23, 2021Updated 4 years ago
- Code for "Robust flow field reconstruction from limited measurements vis sparse representation" (J. Callaham, K. Maeda, and S. Brunton 20…☆14Oct 23, 2018Updated 7 years ago
- ☆14Apr 5, 2024Updated 2 years ago
- Code written for OpenCV during GSoC 2019 related to Facial Landmark Detection☆10Aug 26, 2019Updated 6 years ago
- Repository from the paper https://arxiv.org/abs/1908.04127, to train Deep Reinforcement Learning in Fluid Mechanics Setup.☆71Mar 7, 2021Updated 5 years ago
- DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks☆320Jan 23, 2024Updated 2 years ago
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆20May 8, 2026Updated 2 weeks ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- OpenFOAM examples for data-driven ML and ROM☆19Jul 25, 2023Updated 2 years ago
- Python 2D Navier-Stokes solver☆31Aug 4, 2025Updated 9 months ago
- 3D FFD (free-form deformation) demo for FDU DATA130012 (Data Visualization) course project (a Unity3D project)☆11Jul 13, 2017Updated 8 years ago
- FastVPINNs - A tensor-driven acceleration of VPINNs for complex geometries☆48Feb 2, 2025Updated last year
- Using PyTorch within OpenFOAM☆14May 21, 2024Updated 2 years ago
- Machine Learning enhanced CFD solvers: isothermal & thermal fluid flow☆22Updated this week
- 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
- Turtlesim-PID-Controller: A ROS 2 node designed to navigate a turtle in the turtlesim simulator using Proportional control. Aims to drive…☆14Feb 26, 2025Updated last year
- DiffAirfoil: Editable and Controllable Airfoil Generation with Diffusion☆14May 13, 2024Updated 2 years ago
- 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.
- This repository contains the files used in the paper " Reduced-order Model for Fluid Flows via Neural Ordinary Differential Equations"☆20Mar 23, 2023Updated 3 years 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
- A cheap GPR prototype has been developed by the workgroup of COST Action TU1208.☆25May 19, 2022Updated 4 years ago
- 这是一个基于 Python 有限元理论，算法与应用的仓库☆14Oct 18, 2019Updated 6 years ago
- ☆13Dec 3, 2024Updated last year
- 基于pyfluent的全流程应用案例（以2D naca0012为例）☆74Nov 8, 2022Updated 3 years ago
- Official Github Repository for paper "Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (…☆13Jun 10, 2023Updated 2 years ago
- A GNN-based PDE solver without pre-computed data☆40Jun 11, 2025Updated 11 months ago
- ☆20May 25, 2024Updated 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.
- A Python toolkit to calculate and visualize turbulence anisotropy and turbulent viscosity from Reynolds stress tensor data.☆22Dec 22, 2023Updated 2 years ago
- SCADA C# - Architecture and design. Sample implementation☆12Oct 7, 2019Updated 6 years ago
- PyTorch implementation of Neural Poisson Solver.☆11Dec 30, 2024Updated last year
- Presentation and code for C++ Conference China 2018☆15Jan 24, 2021Updated 5 years ago
- A quick start to using machine learning in Unity with Barracuda☆12Sep 23, 2021Updated 4 years ago
- 3D Fluid Flow Estimation with Integrated Particle Reconstruction☆13Sep 7, 2020Updated 5 years ago
- A curated list of awesome engineer design papers, including airfoil design, 3D print, CAD design☆25Sep 27, 2024Updated last year