Topic: "reduced-order-modeling"
pswpswpsw/nif
A library for dimensionality reduction on spatial-temporal PDE
Language: Jupyter Notebook - Size: 82.5 MB - Last synced at: 13 days ago - Pushed at: about 1 year ago - Stars: 64 - Forks: 13
haozhg/odmd
AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)
Language: Python - Size: 938 KB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 42 - Forks: 20
hippylib/hippyflow
Dimension reduced surrogate construction for parametric PDE maps
Language: Python - Size: 162 KB - Last synced at: 12 days ago - Pushed at: 22 days ago - Stars: 37 - Forks: 7
cwentland0/perform
One-dimensional unsteady compressible reacting flow simulation framework, designed for simple prototyping and testing of novel reduced-order model methods.
Language: Python - Size: 2.19 MB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 28 - Forks: 7
stefaniafresca/POD-DL-ROM
Source code for POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decomposition. Available on doi.org/10.1016/j.cma.2021.114181.
Language: Python - Size: 10.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 19 - Forks: 7
erdc/podrbf_nirom
Non-intrusive reduced order models using proper orthogonal decomposition (POD) and radial basis function (RBF) interpolation for shallow water equations
Language: Jupyter Notebook - Size: 3.75 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 14 - Forks: 5
ritukeshbharali/falcon
A C++ Finite Element Analysis software based on the Jem-Jive library
Language: C++ - Size: 8.64 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 10 - Forks: 1
simzero/openfoam-ml-rom
OpenFOAM examples for data-driven ML and ROM
Language: C++ - Size: 3.34 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 1
francocerino/scikit-reducedmodel
Reduced Order Models in a scikit-learn approach.
Language: Jupyter Notebook - Size: 186 MB - Last synced at: 1 day ago - Pushed at: about 1 month ago - Stars: 7 - Forks: 1
DongweiYe/ROM-with-geometry-informed-snapshots
Non-intrusive reduced-order modeling with geometry-informed snapshots. Current based registration is applied to compute the diffeomorphism between snapshots.
Language: Python - Size: 396 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 4 - Forks: 0
jwwtc/ReX-Surrogate
A Surrogate Modeling Framework for the Phase-Field Simulation.
Language: Jupyter Notebook - Size: 30 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0
OlavMSG/Master-Thesis-Spring-2022
Code TMA4900 Industrial Mathematics, Master’s Thesis
Language: Python - Size: 502 KB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0
papadeiv/NNsPOD
Deep-learning model for optimised proper orthogonal decomposition of non-linear, hyperbolic, parametric PDEs based on a pre-processing method of the full-order solutions
Language: C++ - Size: 2.21 GB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 1
ddrous/nodepint
Parallel-in-time integration of Neural ODEs with reduced basis approximation
Language: Python - Size: 11.9 MB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0
buqeye/frontiers-emulator-review
Supplemental Material for "BUQEYE Guide to Projection-Based Emulators in Nuclear Physics"
Language: Python - Size: 5.31 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 1
OlavMSG/Specialization-Project-fall-2021
Code for building a reduced-order model for the linear elasticity equation on a square in 2D for my specialization Project at NTNU.
Language: Python - Size: 9 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0
shubhadityaburela/OCsPOD
Optimal control for transport-dominated systems with sPOD
Language: Python - Size: 393 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
ERMETE-Lab/NuSHRED
Shallow Recurrent Decoder for Nuclear Reactors applications
Language: Jupyter Notebook - Size: 9.4 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
shubhadityaburela/sPOD-NN
Code for performing sPOD based NN prediction for transport-dominated systems
Language: Jupyter Notebook - Size: 1.81 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
kingboxing/MindFlow
Resolvent Analysis and Optimal Control Design for Fluid Flows based on Finite Element Method
Language: Python - Size: 40.9 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0
oliviatessa/pNIF_old
Neural network pruning to reduce the size of Neural Implicit Flow network.
Language: Jupyter Notebook - Size: 36.3 MB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
