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ORCID15th PPAM 2024: Ostrava, Czech Republic - Part III
- Roman Wyrzykowski
, Jack J. Dongarra, Ewa Deelman, Konrad Karczewski:
Parallel Processing and Applied Mathematics - 15th International Conference, PPAM 2024, Ostrava, Czech Republic, September 8-11, 2024, Revised Selected Papers, Part III. Lecture Notes in Computer Science 15581, Springer 2025, ISBN 978-3-031-85702-7
First Workshop on Advancements of Global Challenges Applications
- David Caballero, Leydi Laura Salazar, Ángela Rivera, Luis Torres:
Simulation of Wildfires Using EuroHPC Resources: Challenges and Opportunities. 3-16 - Luca Berti, Vincent Chabannes, Gwennolé Chappron, Javier Cladellas, Abdoulaye Diallo, Maryam Maslek Elayam, Philippe Pinçon, Christophe Prud'homme:
Ktirio Urban Building: A Computational Framework for City Energy Simulations Enhanced by CI/CD Innovations on EuroHPC Systems. 17-34 - Michal Kulczewski, Bartosz Bosak, Piotr Kopta, Wojciech Szeliga, Tomasz Piontek:
Fostering Uncertainty Quantification in Global Challenges with mUQSA Toolkit. 35-46 - Daniel Caviedes-Voullième, Seong-Ryong Koh, Stefan Poll, Estela Suarez, Takashi Arakawa, Kengo Nakajima, Shinji Sumimoto:
Portability of Multiphysics Applications on Heterogeneous Modular Supercomputers. 47-62 - Marcin Lawenda, Krzesimir Samborski, Kyrylo Khloponin, Lukasz Szustak:
Efficient Allocation of Image Recognition and LLM Tasks on Multi-GPU System. 63-78 - Mario Rüttgers, Fabian Hübenthal, Makoto Tsubokura, Andreas Lintermann:
Parallel Reinforcement Learning and Gaussian Process Regression for Improved Physics-Based Nasal Surgery Planning. 79-96
Second Workshop on Applications of Machine Learning and Artificial Intelligence in High Performance Computing
- Alejandro González Barberá, Jaume Luis Gómez, Raúl Martínez-Cuenca, Sergio Chiva Vicent:
AI-Driven Acceleration of Computational Fluid Dynamic Simulations. 99-113 - Júlia Orteu, Marc Clascà, Jesús Labarta, Elise Jennings, Stefan Andersson, Marta Garcia-Gasulla:
A Framework and Methodology for Performance Prediction of HPC Workloads. 114-127 - Wojciech Kwedlo:
EM Algorithm for Cluster of Multicore Nodes Using Level 3 BLAS Operations to Learn Gaussian Mixture Models. 128-141 - Thomas Miethlinger, Michael Bussmann, Ulrich Schramm, Thomas Kluge:
MLP-Based Adaptive Sampling and Optimization of Laser-Ion Acceleration with Ultra-Short Laser Pulses. 142-156
5th Workshop on Applied High Performance Numerical Algorithms for PDEs
- Michal Béres, Jan Valdman:
Minimization of Nonlinear Energies in Python Using FEM and Automatic Differentiation Tools. 159-173 - Hadrien Godé, Carola Kruse, Richard Angersbach, Harald Köstler, Michael Bauerheim, Ulrich Rüde:
Comparison of Multigrid and Machine Learning-Based Poisson Solvers. 174-189 - Leszek Marcinkowski, Talal Rahman:
Adaptive Parallel Average Schwarz Preconditioner for Reduced Hsieh-Clouh-Tocher Macro Element. 190-201
Special Session on Parallel EVD/SVD and Its Application in Matrix Computations
- Martin Becka, Gabriel Oksa:
Preconditioning of the One-Sided Block-Jacobi SVD Algorithm by Polar Decomposition. 205-216 - Koushi Teramoto, Shuhei Kudo, Yusaku Yamamoto:
Comparison of Two QUBO Formulations of Approximate Block Diagonalization and Their Performance on the D-Wave Advantage Quantum Annealing Machine. 217-230
6th Minisymposium on HPC Applications in Physical Sciences
- Daniel Langr, Tomás Dytrych:
Efficient Algorithm for U(N) to U(3) Representation Reduction in Isospin-Adapted Nuclear Structure Calculations. 233-243 - Marianna Vasilakaki, Nikolaos Ntallis, Kalliopi N. Trohidou:
Study of the Magnetic Behaviour of Oleic-Acid Coated Co Ferrite Nanoparticles: A Multiscale Modeling Approach Using High-Performance Computing. 244-257
8th Workshop on Complex Collective Systems
- Hiroki Sayama, Shun Cao:
High-Resolution Agent-Based Modeling of Campus Population Behaviors for Pandemic Response Planning. 261-275 - Paulina Gacek, Dominika Bochenczyk, Maciej Krajewski, Bartosz Kruczek, Krzysztof Lazarz, Pawel Magnuszewski, Antoni Zieciak, Filip Kaminski, Jaroslaw Was:
A Comparison of Selected Agent-Based Modelling Frameworks. 276-288 - Mateusz Borowiec, Tomasz M. Gwizdalla, Pawel Maslanka:
Modelling of Opinion Formation Process on Different Social Networks. 289-301 - Jan Tyc, Marcin Zub, Tomasz Hachaj:
Machine Learning Approach for Detecting Potential Anomalous Cosmic Rays Particles Tracks in Earth-Scale Cosmic Ray Extremely Distributed Observatory. 302-315 - Krzysztof Malecki, Jakub Gebicz:
A Multi-cell Cellular Automata Model for Roundabout Traffic Flow Considering the Heterogeneity of Human Delay and Acceleration. 316-327 - Tomás Novotný, Jana Vacková, Pavel Hrabák:
Kernel Estimates of Pedestrian Density Applied in Simulation of Recreational Pedestrian Movement. 328-344 - Tat'yana Vitova, Ekaterina Kirik:
Personal Space of People in Movement Under Different Conditions. 345-355
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