kamilazdybal

cost-function-manifold-assessment

Jupyter notebooks associated with the publication "Cost function for low-dimensional manifold topology assessment".

fluid-dynamics-and-transport-phenomena

Fluid dynamics and transport phenomena learning materials.

local-manifold-learning

Code and materials for the "Local manifold learning and its link to domain-based physics knowledge" paper.

nonlinear-decoding

Code and materials for the paper "Improving reduced-order models through nonlinear decoding of projection-dependent outputs".

PCAfold

Low-dimensional PCA-derived manifolds and everything in between!

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 Fluid Dynamics under supervision of Professor Miguel A. Mendez.

pv-optimization

Code and materials for the paper "Optimizing progress variables for ammonia/hydrogen combustion using encoding-decoding networks".

PyhD

Useful Python resources for you PhD adventure!

python-for-academics

Python for Academics is a series of coding tutorials where you will learn how to automate your everyday academic life with Python.

ROM-of-reacting-flows-Springer

Programming examples shown in "Reduced-order modeling of reacting flows using data-driven approaches" (2022) Springer

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 Fluid Dynamics under supervision of Professor Miguel A. Mendez.

kamilazdybal/PCAfold

Low-dimensional PCA-derived manifolds and everything in between!

kamilazdybal/PyhD

Useful Python resources for you PhD adventure!

kamilazdybal/cost-function-manifold-assessment

Jupyter notebooks associated with the publication "Cost function for low-dimensional manifold topology assessment".

kamilazdybal/python-for-academics

Python for Academics is a series of coding tutorials where you will learn how to automate your everyday academic life with Python.

kamilazdybal/ROM-of-reacting-flows-Springer

Programming examples shown in "Reduced-order modeling of reacting flows using data-driven approaches" (2022) Springer

kamilazdybal/nonlinear-decoding

Code and materials for the paper "Improving reduced-order models through nonlinear decoding of projection-dependent outputs".

kamilazdybal/fluid-dynamics-and-transport-phenomena

Fluid dynamics and transport phenomena learning materials.

kamilazdybal/standard-atmosphere-calculator

Calculator of temperature, pressure and density at a user-specified altitude for the International Standard Atmosphere (ISA).

kamilazdybal/multipy

multipy: Python library for multicomponent mass transfer

kamilazdybal/objectif-morse

Objectif Morse is an Arduino and C++ based project for transmitting messages in Morse alphabet. This work has been produced as part of the Arduino Study Group meetings at the Jagiellonian University.

kamilazdybal/teaching

Open-source teaching materials.

kamilazdybal/ulb-atm-phd

Codes and documents produced during my PhD at Université libre de Bruxelles.

kamilazdybal/kamilazdybal.github.io

My personal website

kamilazdybal/linear-algebra

This repository contains linear algebra code and learning materials.

kamilazdybal/local-manifold-learning

Code and materials for the "Local manifold learning and its link to domain-based physics knowledge" paper.

kamilazdybal/numerical-methods

This repository contains numerical methods code and learning materials.

kamilazdybal/phd-dissertation

Code and materials for my PhD dissertation: Reduced-order modeling of turbulent reacting flows using data-driven approaches

kamilazdybal/ROM-zero-dimensional-reactor

Reduced-order model for a zero-dimensional reactor

kamilazdybal/manifold-informed-state-vector-subset

Code and materials for the "Manifold-informed state vector subset for reduced-order modeling" paper.

kamilazdybal/pv-optimization

Code and materials for the paper "Optimizing progress variables for ammonia/hydrogen combustion using encoding-decoding networks".

kamilazdybal/kamilazdybal

kamilazdybal/neural-networks

Code snippets and coding tutorials for setting up non-standard neural network features.

kamilazdybal/normalizing-flows

Code and illustrative tutorials on normalizing flows

kamilazdybal/PIV_dataset

PIV dataset

kamilazdybal/QoI-aware-projections-combustion

Code and materials for the paper: The effect of manifold topology on reduced-order modeling of turbulent combustion.