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08:40
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--- Pre-Coffee / Registration ---
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10:00
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Openning session
(until 12:10)
()
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10:00
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Welcome address
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Krzysztof Kurek
(National Centre for Nuclear Research)
()
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10:15
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Welcome from the organizers
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Wojciech Krzemien
(National Centre for Nuclear Research)
()
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10:30
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Invited talk: Machine Learning as Applied Technology
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Dietmar Millinger
(Twingz Development GmbH & GREX IT services GmbH)
()
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11:10
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The Artificial Neural Network Model for the simulation of the airborne toxin in the urbanized area
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Anna Wawrzynczak
(National Centre for Nuclear Research)
Monika Berendt-Marchel
(Siedlce University of Natural Sciences and Humanities)
()
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11:40
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Biased AI image generations models and misconceptions about health conditions
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Marianna Zadrożna
( )
Adam Zadrożny
(National Centre for Nuclear Research)
()
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08:40
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--- Pre-Coffee ---
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09:00
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Machine Learning in Medical Applications 1
(until 12:40)
()
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09:00
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Invited talk: Can AI make us see beyond the visible: Toward CE marked deep learning software for medical image analysis
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Jakub Nalepa
(KPLabs, Silesian University of Technology)
()
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09:40
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Machine learning for modeling mortality with respect to smog and ambient air temperature.
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Tomasz Fruboes
(National Centre for Nuclear Research)
()
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10:10
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--- Coffee Break ---
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10:30
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Invited talk: Artificial Intelligence approaches for Monte Carlo simulation in medical physics
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David Sarrut
(Creatis Medical Imaging Research Center)
()
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11:10
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Coincidence classification in the large field-of view J-PET scanners with machine learning methods
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Konrad Klimaszewski
(National Centre for Nuclear Research)
()
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11:40
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Performance of GAN-based augmentation for deep learning COVID-19 image classification
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Oleksandr Fedoruk
(National Centre for Nuclear Research)
()
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12:10
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Towards the use of quantum computers in radiotherapy
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Samuele Cavinato
(Università degli studi di Padova)
()
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08:40
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--- Pre-Coffee ---
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09:00
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Machine Learning in Medical Applications 2
(until 10:40)
()
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09:00
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Invited talk: Deep learning image reconstruction for positron emission tomography (PET): present status and future perspectives
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Andrew Reader
(King's College London)
()
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09:40
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Comparison Study of Transformation Methods of Pet Raw Data Into Images for Classification Using Convolutional Neural Networks
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Paweł Konieczka
(National Centre for Nuclear Research)
()
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10:10
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Generative models for intelligent medical data analysis
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Kamila Kalecińska
(AGH University of Science and Technology)
()
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10:40
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--- Conference Photo / Coffe Break ---
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11:00
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High Performance Computing
(until 12:50)
()
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11:00
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Invited talk: LUMI: Europe’s most powerful supercomputer
-
Tomasz Malkiewicz
(CSC / NeIC)
()
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11:40
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Neural Network inference on FPGA-based platforms
-
Grzegorz Korcyl
(Jagiellonian University)
()
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12:20
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EuroCC - National Competence Center for HPC
-
Marek Magrys
(ACC Cyfronet AGH)
()
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08:40
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--- Pre-Coffee ---
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09:00
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Machine Learning in Particle Physics and Astrophysics
(until 12:40)
()
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09:00
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Invited talk: Machine learning applications in astrophysics
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Agnieszka Pollo
(National Centre for Nuclear Research AND Jagiellonian University)
()
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09:40
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Finding Strong Gravitational Lenses with Self-Attention
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Hareesh Thuruthipilly
(National Center for Nuclear Research (NCBJ))
()
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10:10
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Machine learning driven analysis of the calibration data for upgraded LHCb Velo.
-
Maciej Majewski
(AGH University of Science and Technology)
()
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10:40
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--- Coffee Break ---
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11:00
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Invited talk: Statistically Learning the Next Standard Model from LHC Data
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Wolfgang Waltenberger
(HEPHY)
()
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11:40
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Machine learning solutions for cluster reconstruction in planar calorimeters
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Michał Mazurek
(NCBJ)
()
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12:10
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Machine Learning methods for simulating particle response in the Zero Degree Calorimeter at the ALICE experiment, CERN
-
Jan Dubiński
(Warsaw University of Technology)
()
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12:10
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--- Lunch break ---
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14:00
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Quantum simulations, computing and machine learning
(until 16:20)
()
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14:00
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Invited talk: The Potential of Quantum Information in Machine Learning applied to Quantum Physics and Medicine
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Beatrix Hiesmayr
(University of Vienna)
()
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14:40
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Quantum simulations of loop quantum gravity
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Grzegorz Czelusta
(Jagiellonian University)
()
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15:10
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--- Coffee Break ---
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15:40
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Invited talk: Multispectral Satellite Data Analysis Using Support Vector Machines With Quantum Kernels
-
Artur Miroszewski
(Jagiellonian University)
()
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12:40
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--- Lunch Break ---
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14:30
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Quantum Circuits Tutorial
(until 18:00)
()
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14:30
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Hands-on session for quantum circuits and simulation of noisy algorithms - part 1
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Jami Rönkkö
(IQM)
()
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16:00
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--- Coffe Break ---
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16:20
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Hands-on session for quantum circuits and simulation of noisy algorithms - part 2
-
Jami Rönkkö
(IQM)
()
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12:50
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--- Lunch break ---
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14:30
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EuroCC LUMI Tutorial
(until 18:00)
()
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14:30
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EuroCC technical tutorial on LUMI European Pre-Exascale Supercomputer - part 1
-
Maciej Szpindler
(ACC Cyfronet AGH)
()
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16:00
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--- Coffee Break ---
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16:20
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EuroCC technical tutorial on LUMI European Pre-Exascale Supercomputer - part 2
-
Maciej Szpindler
(ACC Cyfronet AGH)
()
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19:00
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Conference Dinner
(until 23:00)
()
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12:40
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--- Lunch break ---
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14:30
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EuroCC Transfer Learning Tutorial
(until 18:00)
()
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14:30
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EuroCC tutorial on transfer learning in computer vision - part 1
-
Michał Obara
(National Centre for Nuclear Research)
()
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16:00
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--- Coffee Break ---
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16:20
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EuroCC tutorial on transfer learning in computer vision - part 2
-
Aleksander Ogonowski
(National Centre for Nuclear Research)
()
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