Alternatives and similar repositories for para-database-for-PIML

Users that are interested in para-database-for-PIML are comparing it to the libraries listed below

• cics-nd / rans-uncertainty
  Uncertainty Quantification of RANS Data-Driven Turbulence Modeling
  ☆62Updated 4 years ago
• mthsmcd / MachineLearningTurbulenceModels
  OpenFOAM implementation of turbulence models driven by machine learning predictions.
  ☆42Updated last year
• darshan315 / flow_past_cylinder_by_DRL
  code for active flow control of flow around cynder using Deep Reinforcement Learning
  ☆50Updated 3 years ago
• KTH-FlowAI / Physics-informed-neural-networks-for-solving-Reynolds-averaged-Navier-Stokes-equations
  ☆76Updated 10 months ago
• HexFluid / spod_python
  Pythonic spectral proper orthogonal decomposition
  ☆44Updated 3 years ago
• vassilikitsios / snapshot_pod_rom_py
  Python code to calculate proper orthogonal decomposition modes (aka principal components), which are then used to generate reduced order …
  ☆37Updated 10 years ago
• patelte8 / vanDANA
  Immersed boundary - Fluid Structure Interaction solver with heat transfer
  ☆11Updated last year
• AndreWeiner / of_pytorch_docker
  Dockerfile to create an image with OpenFOAM-plus and PyTorch support
  ☆44Updated 11 months ago
• fronterapp / thesis-FloatingTurbine
  Repository containing the simulation setups and libraries from the thesis 'CFD Simulation of a Floating Wind Turbine with OpenFOAM'.
  ☆71Updated 4 months ago
• xiaoh / turbulence-modeling-PIML
  Data-driven Reynolds stress modeling with physics-informed machine learning
  ☆94Updated 6 years ago
• FlowModelingControl / naca0012_shock_buffet
  OpenFOAM simulations of transonic shock buffets at a NACA-0012 airfoil
  ☆28Updated 2 years ago
• kamilazdybal / POD-DMD-decompositions
  POD and DMD decomposition of data from fluid dynamics. This work has been produced during my internship at the von Karman Institute for F…
  ☆32Updated 4 years ago
• OFDataCommittee / mlfoam
  Thoughts about ML committee for OpenFOAM
  ☆39Updated 3 years ago
• tianhanz / DNN-Models-for-Chemical-Kinetics
  ☆32Updated 5 months ago
• pauloacs / DLpisoFoam
  Machine Learning enhanced CFD solver for incompressible isothermal fluid flow
  ☆16Updated last month
• NHERI-SimCenter / TurbulenceInflowTool
  Adds input definition for turbulent inflow model to OpenFOAM files
  ☆47Updated 8 months ago
• furstj / myTurbulenceModels
  Additional turbulence models for OpenFOAM
  ☆48Updated last month
• venturi123 / DRLinFluids
  An open-source Python platform of coupling deep reinforcement learning and OpenFOAM
  ☆166Updated 6 months ago
• alexpapados / Finite-Volume-Physics-Informed-Neural-Network
  Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow
  ☆19Updated 2 years ago
• huilinye / OpenFSI
  A highly efficient and portable fluid-structure simulation package based on immersed-boundary method
  ☆37Updated 5 years ago
• Veenxz / Veen_OpenFOAM_Cases
  ☆34Updated 4 years ago
• Weishuo93 / NN_Pred
  An interfacing library to deploy machine-learning models in CFD codes easily
  ☆34Updated 8 months ago
• Shengfeng233 / PINN-MPI
  parallel PINNs; RANS equations; spatiotemporal parallel; PINNs
  ☆33Updated last year
• soumyasen1809 / CFD_books_codes
  CFD codes written based on examples in various books like Patnakar, Versteeg etc
  ☆51Updated 5 years ago
• hugolui / ROM_code
  Numerical tool for Construction of Reduced-order models for fluid flows.
  ☆30Updated 4 years ago
• OFDataCommittee / drlfoam
  Deep reinforcement learning with OpenFOAM
  ☆44Updated 4 months ago
• wagenaartje / pinn4hcf
  Physics-informed neural networks for highly compressible flows 🧠🌊
  ☆27Updated last year
• Florian-dcdv / LBMcode
  These python codes can be used to simulate multiphase flows with Lattice Boltzmann Method (LBM).
  ☆17Updated 5 years ago
• thawtar / openfoam_tutorials
  ☆14Updated 2 years ago
• kylebeggs / POD-RBF
  Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network
  ☆69Updated 2 years ago