pswpswpsw

nif

A library for dimensionality reduction on spatial-temporal PDE

paper-nif

SKDMD

Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems

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.

Data-Driven-Discovery-of-Closure-Models

Sample code implementation for SIADS paper Data driven discovery of closure model

Stable-Deep-Probabilisitic-Koopman

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.

DeepLearningBook

MIT Deep Learning Book in PDF format

Mastering-Python-in-One-Hour

Introduction to Python

Bayesian-Neural-Networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

pswpswpsw.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

bib-file

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.

MFC-Caltech

High-fidelity multiphase flow simulation

opensbli

A framework for the automated derivation and parallel execution of finite difference solvers on a range of computer architectures.

PeleLM

An adaptive mesh hydrodynamics simulation code for low Mach number reacting flows

STREAmS

Supersonic TuRbulEnt Accelerated navier stokes Solver