Pinned Repositories
pykoopman
A package for computing data-driven approximations to the Koopman operator.
Data-Driven-Discovery-of-Closure-Models
Sample code implementation for SIADS paper Data driven discovery of closure model
Data-for-On-the-Structure-of-Time-delay-Embedding-in-Linear-Models-of-Non-linear-Dynamical-Systems
This is a collection of the turbulent Rayleigh Benard convection data used in the maurscript.
Mastering-Python-in-One-Hour
Introduction to Python
multiple-attractor-koopman
Code for https://arxiv.org/abs/2304.11860
nif
A library for dimensionality reduction on spatial-temporal PDE
OpenHyperFLOW2D
Parallel (C++/MPI/OpenMP/CUDA) research-educational CFD code for simulation 2D (flat/axisymmetrical) transient viscous compressible multicomponent sub/trans/supersonic reacting gas flow with RANS/URANS turbulence models.
paper-nif
SKDMD
Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems
Stable-Deep-Probabilisitic-Koopman
pswpswpsw's Repositories
pswpswpsw/nif
A library for dimensionality reduction on spatial-temporal PDE
pswpswpsw/paper-nif
pswpswpsw/SKDMD
Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems
pswpswpsw/OpenHyperFLOW2D
Parallel (C++/MPI/OpenMP/CUDA) research-educational CFD code for simulation 2D (flat/axisymmetrical) transient viscous compressible multicomponent sub/trans/supersonic reacting gas flow with RANS/URANS turbulence models.
pswpswpsw/Data-Driven-Discovery-of-Closure-Models
Sample code implementation for SIADS paper Data driven discovery of closure model
pswpswpsw/Stable-Deep-Probabilisitic-Koopman
pswpswpsw/Data-for-On-the-Structure-of-Time-delay-Embedding-in-Linear-Models-of-Non-linear-Dynamical-Systems
This is a collection of the turbulent Rayleigh Benard convection data used in the maurscript.
pswpswpsw/Mastering-Python-in-One-Hour
Introduction to Python
pswpswpsw/Bayesian-Neural-Networks
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
pswpswpsw/DeepLearningBook
MIT Deep Learning Book in PDF format
pswpswpsw/pswpswpsw.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
pswpswpsw/multiple-attractor-koopman
Code for https://arxiv.org/abs/2304.11860
pswpswpsw/allanlab
Allan Lab website
pswpswpsw/bib-file
pswpswpsw/example_sensetivity_initial_guess_MultiTaskElasticNet
An example to show the effect of initial condition/whether to warm-up or not, can significantly affect the result.
pswpswpsw/MFC-Caltech
High-fidelity multiphase flow simulation
pswpswpsw/opensbli
A framework for the automated derivation and parallel execution of finite difference solvers on a range of computer architectures.
pswpswpsw/PeleLM
An adaptive mesh hydrodynamics simulation code for low Mach number reacting flows
pswpswpsw/pswpswpsw
readme
pswpswpsw/STREAmS
Supersonic TuRbulEnt Accelerated navier stokes Solver