Izzet's repositories
channelflow
Channelflow is a software system for numerical analysis of the incompressible fluid flow in channel geometries, written in C++ and MPI-parallelized.
cnfs-super-resolution
Master thesis for the MSc. Artificial Intelligence at the University of Amsterdam, 2019. Topic: Super-resolution with Conditional Normalizing Flows.
Cylinder2DFlowControlDRL
code for performing active flow control of the 2D Karman street using Deep Reinforcement Learning
Cylinder2DFlowControlDRLParallel
Parallelizing DRL for Active Flow control
Cylinder2DFlowControlGeneral
Robust active flow control over a range of Reynolds numbers using artificial neural network trained through deep reinforcement learning
DAE-PINNs
discrete PINNs
dafoam
DAFoam: Discrete Adjoint with OpenFOAM for High-fidelity Multidisciplinary Design Optimization
DeepONet-Grid-UQ
DeepONet and UQ for power systems transient stability
dl-workshop
Crash course to master gradient-based machine learning. Also secretly a JAX course in disguise!
Library-Seat-Occupancy-Detection
With using YOLOv7 on video cameras detecting the occupancy time (with belongings, without human) of the seats in the library
ml-cfd-lecture
Lecture material for machine learning applied to computational fluid mechanics
multifidelity-deeponet
Multifidelity DeepONet
normalizing-flows
Implementation of normalizing flows in TensorFlow 2 including a small tutorial.
OFMLHackathon
OpenFOAM and Machine Learning Hackathon
Papers-in-100-Lines-of-Code
Implementation of papers in 100 lines of code.
PDEBench
PDEBench: An Extensive Benchmark for Scientific Machine Learning
pygasflow
Python functions for Quasi-1D Gasdynamics
reveal.js
The HTML Presentation Framework
reveal.js-plugins
Plugins for reveal.js
Turbulence-predictions
Prediction of the velocity flow fields at a given distance from wall, starting from wall-measured quantities in wall-bounded turbulence
TurbulenceInflowTool
Adds input definition for turbulent inflow model to OpenFOAM files
UQcourse2020
Materials for the UQ course at KTH, Dec 2020
WABBIT
Wavelet Adaptive Block-Based solver for Interactions with Turbulence