Thematic CERN School of Computing - spring 2021

Student lightning talks

Jun 16, 2021, 3:50 PM

40m

Additional lectures

Speakers

Bartosz Marek Sobol (Jagiellonian University Krakow) David Brunner (DESY) Florian Bury (Catholic University of Louvain) Georgiana Mania (DESY) Micol De Simoni (Sapienza University of Rome)

Presentation materials

1 - DeSimoni.pdf

2 - Sobol_tCSC_track_recon_short.pdf

3 - FlorianBury_tCSC.pdf

4 - Mania_tCSC2021.pdf

5 - Brunner_tCSC21_PyTorchCppApi.pdf

Mattermost discussion channel

Recording - Bartosz Marek Sobol - tCSC2021 - Track reconstruction on heterogeneous architectures with SYCL

Recording - Brunner David - tCSC21_PyTorchCppApi.pdf

Recording - Florian Bury - tCSC2021 - Matrix Element Regression with Deep Neural Networks

Recording - Georgiana Mania - tCSC2021 - Exploring Heterogeneous Architectures

Recording - Micol De Simoni - tCSC2021 - FRED: a fast Monte Carlo code on GPU

Student lightning talks.pdf

Subcontributions

• FRED: a fast Monte Carlo code on GPU for Treatment Planning Software
• Track reconstruction on heterogeneous architectures with SYCL
• Matrix Element Regression with Deep Neural Networks -- breaking the CPU barrier
• Exploring Heterogeneous Architectures in Track Reconstruction Software
• PyTorch C++ API