surajp92 / PGMLLinks
This repository contains codes related to our work on physics-guided machine learning.
☆15Updated 3 years ago
Alternatives and similar repositories for PGML
Users that are interested in PGML are comparing it to the libraries listed below
Sorting:
- 1D RANS model simulation at fully developed turbulent channel flow.☆17Updated 8 years ago
- Course notes for a course based on R.J. LeVeque's "Finite Volume Methods for Hyperbolic Problems"☆22Updated 3 years ago
- Python code to calculate proper orthogonal decomposition modes (aka principal components), which are then used to generate reduced order …☆35Updated 9 years ago
- Two dimensional high-order spectral element method fluid dynamics solver☆52Updated 7 years ago
- One-dimensional unsteady compressible reacting flow simulation framework, designed for simple prototyping and testing of novel reduced-or…☆28Updated last year
- Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network☆65Updated last year
- Solve the 1D forced Burgers equation with high order finite elements and finite difference schemes.☆26Updated 2 years ago
- CFD codes written based on examples in various books like Patnakar, Versteeg etc☆51Updated 4 years ago
- Prediction of the velocity flow fields at a given distance from wall, starting from wall-measured quantities in wall-bounded turbulence☆20Updated 3 years ago
- LES-ML closures for Kraichnan turbulence☆18Updated 5 years ago
- CFD course that I teach in the Chemical Engineering Department at the University of Utah - CHEN6355.☆59Updated 6 years ago
- Repository for project codes related to turbulence modelling.☆11Updated 8 months ago
- ITHACA-SEM - In real Time Highly Advanced Computational Applications for Spectral Element Methods☆20Updated 2 years ago
- This repository contains a Fortran implementation of a 2D flow using the projection method, with Finite Volume Method (FVM) approach. The…☆23Updated 2 years ago
- SIMPLE Solver For CFD Flows☆10Updated 8 years ago
- Conservative discretizations for the Saint Venant (shallow water) equations☆32Updated 6 years ago
- In computational fluid dynamics (CFD), the SIMPLE algorithm is a widely used numerical procedure to solve the Navier–Stokes equations. SI…☆16Updated 4 years ago
- Direct Numerical Simulation of an incompressible turbulent channel flow with two dimensional parallelization☆27Updated 5 months ago
- A Python package for visualising 2D CFD datasets.☆59Updated last year
- Uncertainty Quantification of RANS Data-Driven Turbulence Modeling☆58Updated 4 years ago
- DAFI: Ensemble based data assimilation and field inversion, repository for internal development☆58Updated last year
- ☆13Updated 2 years ago
- An array of fluid solver codes, including Projection, Pseudo-Spectral (FFT), Lattice Boltzmann, and the Panel Method with implementations…☆37Updated last year
- A DNS and LES box code☆26Updated last month
- A toolbox for the construction and assessment of subgrid-scale models for large-eddy simulations☆17Updated 5 years ago
- The Euler Equations of Compressible Fluid Flow☆24Updated 9 years ago
- Course materials from Large-Eddy Simulation of Turbulent Flows☆51Updated 5 years ago
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆18Updated 2 years ago
- Collection of small and experimental codes☆29Updated last month
- Numerical tool for Construction of Reduced-order models for fluid flows.☆30Updated 4 years ago