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Mehdi Paak's Projects

appian icon appian

APPIAN is an open-source automated software pipeline for analyzing PET images in conjunction with MRI. The goal of APPIAN is to make PET tracer kinetic data analysis easy for users with moderate computing skills and to facilitate reproducible research.

fe-shell-mesh-parser icon fe-shell-mesh-parser

a command line program to parse finite element surface mesh in Nastran or Dyna format. Mesh can contain Triangular and/or Quad shell/surface elements.

gpu-sum-square icon gpu-sum-square

OpenMP parallelization of multiple GPUs; the sum of square kernel is used to test the performance.

outlier-detection icon outlier-detection

some outlier detection methods are explained and their use case is illustrated.

pyplate icon pyplate

PyPlate is a program that uses Salome-Meca and Code Aster to simulate the bending of a Kirchohhff plate (i.e. no transverse shear) of rectangular shape under uniform pressure

pytorch-grad-cam icon pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

sensitivity-analysis icon sensitivity-analysis

This is a Python (Jupyter) notebook in which I demonstrate how to perform a sensitivity analysis based on a linear regression model.

sparse-matrix-reordering icon sparse-matrix-reordering

A comparison between several reordering algorithms for minimal non-zero fill-ins in the Cholesky factorization when solving Ax=b.

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