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Scientific Publications

Efficient Allocation of Image Recognition and LLM Tasks on Multi-GPU System

Marcin Lawenda, Krzesimir Samborski, Kyrylo Khloponin, Łukasz Szustak

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Partition deactivation with load balancing for parallel flow simulations

J. Bakosi

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AI for Global Challenges: Case Studies in Urban Solar Exposure and Wildfire Management

Giorgos Filandrianos, Angeliki Dimitriou, Vasiliki Kostoula, Nikolaos Chalvantzis, David Caballero, Luis Torres, Michal Kulczewski,
Javier Cladellas, Zoltán Horváth, Harald Köstler, Konstantinos Nikas, Dimitrios Tsoumakos, Giorgos Stamou

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Uncut-GEMMs: Communication-Aware Matrix Multiplication on Multi-GPU Nodes

Anastasiadis Petros, Papadopoulou Nikela, Koziris Nectarios, Goumas Georgios

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Structure Your Data: Towards Semantic Graph Counterfactuals

Angeliki Dimitriou, Maria Lymperaiou, Georgios Filandrianos, Konstantinos Thomas, Giorgos Stamou

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Using dispersion models at microscale to assess long-term air pollution in urban hot spots: A FAIRMODE joint intercomparison exercise for a case study in Antwerp

F. Martín, S. Janssen, V. Rodrigues, J. Sousa, J.L. Santiago, E. Rivas, J. Stocker, R. Jackson, F. Russo, M.G. Villani, G. Tinarelli,
D. Barbero, R. San José, J.L. Pérez-Camanyo, G. Sousa Santos, J. Bartzis, I. Sakellaris, Z. Horváth, L. Környei, B. Liszkai,
Á. Kovács, X. Jurado, N. Reiminger, P. Thunis, C. Cuvelier

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Open-source complex-geometry 3D fluid dynamics for applications with unpredictable heterogeneous dynamic high-performance-computing loads

J. Bakosi

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Complex-Geometry 3D Computational Fluid Dynamics with Automatic Load Balancing

József Bakosi, Mátyás Constans, Zoltán Horváth, Ákos Kovács, László Környei,
Marc Charest, Aditya Pandare, Paula Rutherford, and Jacob Waltz

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Prediction model of performance–energy trade-off for CFD codes on AMD-based cluster

Marcin Lawenda, Łukasz Szustak, László Környei

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Simulation of Wildfires Using EuroHPC Resources: Challenges and Opportunities

David Caballero, Leydi Laura Salazar, Ángela Rivera, Luis Torres

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Ktirio Urban Building: A Computational Framework for City Energy Simulations Enhanced by CI/CD Innovations on EuroHPC Systems

Luca Berti, Vincent Chabannes, Gwennolé Chappron, Javier Cladellas, Abdoulaye Diallo, Maryam Maslek Elayam, Philippe Pinçon & Christophe Prud’homme

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Fostering Uncertainty Quantification in Global Challenges with mUQSA Toolkit

Michał Kulczewski, Bartosz Bosak, Piotr Kopta, Wojciech Szeliga, Tomasz Piontek

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Profiling and Optimization of Multicard GPU Machine Learning Jobs

Marcin Lawenda, Kyrylo Khloponin, Krzesimir Samborski, Łukasz Szustak

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Estimating the air quality standard exceedance areas and the spatial representativeness of urban air quality stations applying microscale modelling

F. Martín, V. Rodrigues, J.L. Santiago, J. Sousa, J. Stocker, S. Janssen, R. Jackson, F. Russo, M.G. Villani, G. Tinarelli, D. Barbero, R. San José, J.L. Pérez-Camanyo, G. Sousa-Santos, L. Tarrason, J. Bartzis, I. Sakellaris, Z. Horváth, L. Környei, X. Jurado, P. Thunis.

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Breaking Down LLM Inference: A preliminary performance analysis of sparsified transformers

Ioanna Tasou, Petros Anastasiadis, Panagiotis Mpakos, Dimitrios Galanopoulos, Nectarios Koziris, Georgios Goumas

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Evaluating AMD EPYC CPU architectures on CFD applications

Marcin Lawenda, Łukasz Szustak, László Környei, Flavio Cesar Cunha Galeazzo, Paweł Bratek

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