Name: GPU Day 2025
Start: 2025-05-22T08:20:00+02:00
End: 2025-05-23T23:50:00+02:00
Location: HUN-REN Centre

GPU Day 2025

from Thursday, May 22, 2025 (8:20 AM) to Friday, May 23, 2025 (11:50 PM)

Monday, May 19, 2025
Tuesday, May 20, 2025
Wednesday, May 21, 2025
Thursday, May 22, 2025
9:00 AM Opening: Opening Talk and Welcome by the Director
Opening Talk and Welcome by the Director
9:00 AM - 10:00 AM
Contributions

9:00 AM Opening - Gergely Barnafoldi (Wigner RCP RMI of the Hungarian Academy of Sciences) Peter Levai (WIGNER RCP)

9:15 AM HUN-REN's AI for Impact Program - Roland Jakab (HUN-REN)

9:30 AM Physics of AI - AI for Sciences - István Csabai (ELTE Eötvös University, Dept. of Physics of Complex Systems)
10:00 AM Session I
10:00 AM - 10:45 AM
Contributions

10:00 AM Quantum Machine Learning in HEP. Examples from CERN - Sofia Vallecorsa (CERN)
10:45 AM Coffee Break
Coffee Break
10:45 AM - 11:15 AM
11:15 AM Session II
11:15 AM - 12:30 PM
Contributions

11:15 AM Quantum Sensing for (low and high energy) particle physics - Michael Doser (CERN ? MIT)

12:00 PM Batched Line Search Strategy for Navigating through Barren Plateaus in Quantum Circuit Training - Peter Rakyta (Department of Physics of Complex Systems, Eötvös Loránd University)
12:30 PM Lunch break
Lunch break
12:30 PM - 2:00 PM
2:00 PM Session III
2:00 PM - 3:30 PM
Contributions

2:00 PM Comparison of Classical Digital, Classical Photonic, and Quantum Photonic NNs for Solving PDEs: A Case Study - Peter Kovacs (Wigner RCP)

2:30 PM Qubla: a practical language for mixed bit-qubit computations - Gergely Gálfi (ELTE IK)

3:00 PM A line search strategy for training CV variational quantum circuits - Zoltán Kolarovszki
3:30 PM Coffee break
Coffee break
3:30 PM - 4:00 PM
4:00 PM Session IV
4:00 PM - 6:30 PM
Contributions

4:00 PM GPU-cluster-accelerated FVM simulation for the compressible Navier-Stokes equations on unstructured meshes - Mátyás Constans (Széchenyi István Egyetem) Zoltán Horváth (Széchenyi István Egyetem)

4:30 PM Deep particle tracking for pCT detector system - Dudás Bence (Eötvös Loránd University)

5:00 PM Image reconstruction with proton computed tomography - Zsófia Jólesz

5:30 PM Exponential distillation of dominant eigenproperties - Bence Bakó (Wigner RCP)
Friday, May 23, 2025
9:00 AM Session V
9:00 AM - 10:30 AM
Contributions

9:00 AM pLMSAV: A Delta-Embedding Approach for Predicting Pathogenic Single Amino Acid Variants - Orsolya Gereben (Institute of Biophysics and Radiation Biology, Semmelweis University)

9:30 AM AI applications from Astrophysics to Robotics - Vera Könyves (SZTAKI (Institute for Computer Science and Control))

10:00 AM Neural Networks in Physics Research - Marcell Stippinger (HUN-REN Wigner FK RMI Komputációs Tudományok Osztálya)
10:30 AM Coffee Break
Coffee Break
10:30 AM - 11:00 AM
11:00 AM Session VI
11:00 AM - 12:30 PM
Contributions

11:00 AM HUN-REN Cloud's new GPU resource management methodology in the AI4Science program - Attila Farkas (HUN-REN SZTAKI)

11:30 AM Causality methods in time series analysis - Antal Jakovac (Wigner RCP, Department of Computational Sciences)

12:00 PM WebGPU - Compute kernels in your browser - Dániel Berényi (Freelancer)
12:30 PM Lunch break
Lunch break
12:30 PM - 2:00 PM
2:00 PM Session VII
2:00 PM - 3:30 PM
Contributions

2:00 PM 99999 Informatika - Valentin Czuczumanov (99999 Informatika Kft.)

2:30 PM Cosmological N-body Simulations of the Rotating Universe - Balázs Pál (Wigner Research Centre for Physics)

3:00 PM The effect of extra dimensions on astrophysical observables - Anna Horváth
3:30 PM Coffee Break
Coffee Break
3:30 PM - 4:00 PM
4:00 PM Session VIII
4:00 PM - 6:00 PM
Contributions

4:00 PM The Importance of Randomness in ML - Richárd Ádám Dr. Vécsey (szabadúszó)

4:30 PM Laser ion acceleration using gold nanorods - Christopher Grayson (Wigner Research Centre for Physics)

5:00 PM The use of the cuFFTDx library for performance optimization of Fourier-transform based GPU algorithms - Bálint Tóth (University of Pannonia)

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