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  • šŸ‘‹ Hi, Iā€™m Michael Chukwuemeka Ekwonu
  • šŸ‘€ Iā€™m interested in Deep learning applications in fluid dynamics, Flow visualization with 4D-PTV using shake-the-box, BOS, 3D-PIV, LIF and schlieren.
  • šŸŒ± I hold a PhD in Mechanical Engineering
  • šŸ‘Øā€šŸ”¬ I am currently a Postdoctoral Research Fellow at Advanced Experimental Fluid Dynamics Lab, School of Mechanical Engineering, University of Ulsan, South Korea and working on collaborators on 4D PTV flow visualization with data assimilation, BOS and quantification of spray visualization, Bubble-induced vibration and turbulence, Scientific machine learning of Biolfuid/Fluid dynamics.
  • šŸ’žļø Iā€™m looking forward to a tenure-track faculty position in future
  • šŸ“« How to reach me: [email protected]

mcekwonu's Projects

bimsnet icon bimsnet

Bubble Image Shadowgraph Network (BIMSNet)

bumpy icon bumpy

Quick tutorial of scientific computing with Python using a real physics application.

deeponet icon deeponet

Learning nonlinear operators via DeepONet

deepviv icon deepviv

Deep Learning of Vortex Induced Vibrations

deepxde icon deepxde

A library for scientific machine learning and physics-informed learning

grad-cam-pytorch icon grad-cam-pytorch

PyTorch implementation of Grad-CAM, vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps

hfm icon hfm

Hidden Fluid Mechanics

hpm icon hpm

Hidden physics models: Machine learning of nonlinear partial differential equations

images2byte icon images2byte

Write images to byte strings and saved as .pkl. And also converts byte strings to .png

iqa-pytorch icon iqa-pytorch

PyTorch Toolbox for Image Quality Assessment, including LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, NIMA, DBCNN, WaDIQaM, BRISQUE, PI and more...

minisom icon minisom

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

opendrop icon opendrop

OpenDrop pendant drop tensiometry software

openpiv-toolkit icon openpiv-toolkit

OpenPIV is an open source Particle Image Velocimetry analysis software written in Python and Cython

phiflow icon phiflow

A differentiable PDE solving framework for machine learning

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