Name: International Workshop on Machine Learning and Quantum Computing Applications in Medicine and Physics
Start: 2022-09-13T07:00:00+02:00
End: 2022-09-16T21:00:00+02:00
Location: No location set

International Workshop on Machine Learning and Quantum Computing Applications in Medicine and Physics

from Tuesday, 13 September 2022 (07:00) to Friday, 16 September 2022 (21:00)

Monday, 12 September 2022
Tuesday, 13 September 2022

08:40 Pre-Coffee / Registration
Pre-Coffee / Registration
08:40 - 10:00
10:00
10:00 - 12:10
Contributions

10:00 Welcome address - Krzysztof Kurek (National Centre for Nuclear Research)

10:15 Welcome from the organizers - Wojciech Krzemien (National Centre for Nuclear Research)

10:30 Invited talk: Machine Learning as Applied Technology - Dietmar Millinger (Twingz Development GmbH & GREX IT services GmbH)

11:10 The Artificial Neural Network Model for the simulation of the airborne toxin in the urbanized area - Anna Wawrzynczak (National Centre for Nuclear Research) Monika Berendt-Marchel (Siedlce University of Natural Sciences and Humanities)

11:40 Biased AI image generations models and misconceptions about health conditions - Adam Zadrożny (National Centre for Nuclear Research) Marianna Zadrożna ( )
12:10 Lunch break
Lunch break
12:10 - 14:00
14:00
14:00 - 16:20
Contributions

14:00 Invited talk: The Potential of Quantum Information in Machine Learning applied to Quantum Physics and Medicine - Beatrix Hiesmayr (University of Vienna)

14:40 Quantum simulations of loop quantum gravity - Grzegorz Czelusta (Jagiellonian University)

15:40 Invited talk: Multispectral Satellite Data Analysis Using Support Vector Machines With Quantum Kernels - Artur Miroszewski (Jagiellonian University)
Wednesday, 14 September 2022

08:40 Pre-Coffee
Pre-Coffee
08:40 - 09:00
09:00
09:00 - 12:40
Contributions

09:00 Invited talk: Can AI make us see beyond the visible: Toward CE marked deep learning software for medical image analysis - Jakub Nalepa (KPLabs, Silesian University of Technology)

09:40 Machine learning for modeling mortality with respect to smog and ambient air temperature. - Tomasz Fruboes (National Centre for Nuclear Research)

10:30 Invited talk: Artificial Intelligence approaches for Monte Carlo simulation in medical physics - David Sarrut (Creatis Medical Imaging Research Center)

11:10 Coincidence classification in the large field-of view J-PET scanners with machine learning methods - Konrad Klimaszewski (National Centre for Nuclear Research)

11:40 Performance of GAN-based augmentation for deep learning COVID-19 image classification - Oleksandr Fedoruk (National Centre for Nuclear Research)

12:10 Towards the use of quantum computers in radiotherapy - Samuele Cavinato (Università degli studi di Padova)
12:40 Lunch Break
Lunch Break
12:40 - 14:30
14:30
14:30 - 18:00
Contributions

14:30 Hands-on session for quantum circuits and simulation of noisy algorithms - part 1 - Jami Rönkkö (IQM)

16:20 Hands-on session for quantum circuits and simulation of noisy algorithms - part 2 - Jami Rönkkö (IQM)
Thursday, 15 September 2022

08:40 Pre-Coffee
Pre-Coffee
08:40 - 09:00
09:00
09:00 - 10:40
Contributions

09:00 Invited talk: Deep learning image reconstruction for positron emission tomography (PET): present status and future perspectives - Andrew Reader (King's College London)

09:40 Comparison Study of Transformation Methods of Pet Raw Data Into Images for Classification Using Convolutional Neural Networks - Paweł Konieczka (National Centre for Nuclear Research)

10:10 Generative models for intelligent medical data analysis - Kamila Kalecińska (AGH University of Science and Technology)
10:40 Conference Photo / Coffe Break
Conference Photo / Coffe Break
10:40 - 11:00
11:00
11:00 - 12:50
Contributions

11:00 Invited talk: LUMI: Europe’s most powerful supercomputer - Tomasz Malkiewicz (CSC / NeIC)

11:40 Neural Network inference on FPGA-based platforms - Grzegorz Korcyl (Jagiellonian University)

12:20 EuroCC - National Competence Center for HPC - Marek Magrys (ACC Cyfronet AGH)
12:50 Lunch break
Lunch break
12:50 - 14:30
14:30
14:30 - 18:00
Contributions

14:30 EuroCC technical tutorial on LUMI European Pre-Exascale Supercomputer - part 1 - Maciej Szpindler (ACC Cyfronet AGH)

16:20 EuroCC technical tutorial on LUMI European Pre-Exascale Supercomputer - part 2 - Maciej Szpindler (ACC Cyfronet AGH)
19:00

19:00 - 23:00
Friday, 16 September 2022

08:40 Pre-Coffee
Pre-Coffee
08:40 - 09:00
09:00
09:00 - 12:40
Contributions

09:00 Invited talk: Machine learning applications in astrophysics - Agnieszka Pollo (National Centre for Nuclear Research AND Jagiellonian University)

09:40 Finding Strong Gravitational Lenses with Self-Attention - Hareesh Thuruthipilly (National Center for Nuclear Research (NCBJ))

10:10 Machine learning driven analysis of the calibration data for upgraded LHCb Velo. - Maciej Majewski (AGH University of Science and Technology)

11:00 Invited talk: Statistically Learning the Next Standard Model from LHC Data - Wolfgang Waltenberger (HEPHY)

11:40 Machine learning solutions for cluster reconstruction in planar calorimeters - Michał Mazurek (NCBJ)

12:10 Machine Learning methods for simulating particle response in the Zero Degree Calorimeter at the ALICE experiment, CERN - Jan Dubiński (Warsaw University of Technology)
12:40 Lunch break
Lunch break
12:40 - 14:30
14:30
14:30 - 18:00
Contributions

14:30 EuroCC tutorial on transfer learning in computer vision - part 1 - Michał Obara (National Centre for Nuclear Research)

16:20 EuroCC tutorial on transfer learning in computer vision - part 2 - Aleksander Ogonowski (National Centre for Nuclear Research)