|
08:40
|
--- Pre-Coffee / Registration ---
|
|
10:00
|
Openning session
(until 12:10)
()
|
|
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
-
Marianna Zadrożna
( )
Adam Zadrożny
(National Centre for Nuclear Research)
()
|
|
|
08:40
|
--- Pre-Coffee ---
|
|
09:00
|
Machine Learning in Medical Applications 1
(until 12:40)
()
|
|
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)
()
|
|
10:10
|
--- Coffee Break ---
|
|
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)
()
|
|
|
08:40
|
--- Pre-Coffee ---
|
|
09:00
|
Machine Learning in Medical Applications 2
(until 10:40)
()
|
|
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 ---
|
|
11:00
|
High Performance Computing
(until 12:50)
()
|
|
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)
()
|
|
|
08:40
|
--- Pre-Coffee ---
|
|
09:00
|
Machine Learning in Particle Physics and Astrophysics
(until 12:40)
()
|
|
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)
()
|
|
10:40
|
--- Coffee Break ---
|
|
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)
()
|
|
|
12:10
|
--- Lunch break ---
|
|
14:00
|
Quantum simulations, computing and machine learning
(until 16:20)
()
|
|
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)
()
|
|
15:10
|
--- Coffee Break ---
|
|
15:40
|
Invited talk: Multispectral Satellite Data Analysis Using Support Vector Machines With Quantum Kernels
-
Artur Miroszewski
(Jagiellonian University)
()
|
|
|
12:40
|
--- Lunch Break ---
|
|
14:30
|
Quantum Circuits Tutorial
(until 18:00)
()
|
|
14:30
|
Hands-on session for quantum circuits and simulation of noisy algorithms - part 1
-
Jami Rönkkö
(IQM)
()
|
|
16:00
|
--- Coffe Break ---
|
|
16:20
|
Hands-on session for quantum circuits and simulation of noisy algorithms - part 2
-
Jami Rönkkö
(IQM)
()
|
|
|
12:50
|
--- Lunch break ---
|
|
14:30
|
EuroCC LUMI Tutorial
(until 18:00)
()
|
|
14:30
|
EuroCC technical tutorial on LUMI European Pre-Exascale Supercomputer - part 1
-
Maciej Szpindler
(ACC Cyfronet AGH)
()
|
|
16:00
|
--- Coffee Break ---
|
|
16:20
|
EuroCC technical tutorial on LUMI European Pre-Exascale Supercomputer - part 2
-
Maciej Szpindler
(ACC Cyfronet AGH)
()
|
|
19:00
|
Conference Dinner
(until 23:00)
()
|
|
|
12:40
|
--- Lunch break ---
|
|
14:30
|
EuroCC Transfer Learning Tutorial
(until 18:00)
()
|
|
14:30
|
EuroCC tutorial on transfer learning in computer vision - part 1
-
Michał Obara
(National Centre for Nuclear Research)
()
|
|
16:00
|
--- Coffee Break ---
|
|
16:20
|
EuroCC tutorial on transfer learning in computer vision - part 2
-
Aleksander Ogonowski
(National Centre for Nuclear Research)
()
|
|
