High-Performance Computing Lab for CSE

Bachelor's course, ETH Zürich, 2022

Course syllabus

Computational Science and Engineering, HPC systems, parallel programming models, large-scale scientific simulations, performance analysis, parallelism detection, OpenMP, MPI, scientific mathematical libraries. Course Link

Numerical Computing

Bachelor's course, Università della Svizzera italiana (USI), 2022

Course syllabus

Graph clustering, graph partitioning, solving linear systems of equations, page rank algorithm and large-scale nonlinear optimization, real-world applications. Course Link

High Performance Computing

MSc course, Università della Svizzera italiana (USI), 2021

Course syllabus

Numerical methods and HPC, large-scale scientific simulations, parallel programming models, HPC systems,scientific mathematical libraries, C programming language, linear algebra, mathematical optimization, partial differential equations. Course Link

Linear Algebra

Bachelor's course, Università della Svizzera italiana (USI), 2020

Course syllabus

Linear mappings,linear spaces, Gauss method, vector spaces, linear maps and matrices, determinants, eigenvectors and eigenvalues. Course Link

Spectral clustering using a multilevel approach

Semester project, ETH Zürich, 2022

Supervising the MSc student Kalman Szenes on his semester project.
Slides

A study of Spectral Clustering techniques for machine learning applications

Bachelor's thesis, Università della Svizzera italiana (USI), 2020

Supervising the Bachelor student Lazar Najdenov on his thesis. Final grade: 10/10.
Thesis

A High Performance Video Segmentation Framework

Semester project, Università della Svizzera italiana (USI), 2019

Supervising the MSc students Liudmila Karagyaur, Vanessa Braglia, and Lorenzo Ferri on a semester project as part of the course Software Atelier: Simulation, Data Science & Supercomputing.
Report

High Performance Topology Optimization

Semester project, The Platform for Advanced Scientific Computing (PASC) Conference, 2018

Supervising the MSc students Ezekiel Barnett, Sumeet Gyanchandani, and Sameer Rawat on a semester project and a poster submission as part of the course Software Atelier: Simulation, Data Science & Supercomputing. The poster won the 3rd place runner-up award for “Best poster” at PASC’18, Basel, Switzerland.
Poster