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