Scientific Publications
Efficient Allocation of Image Recognition and LLM Tasks on Multi-GPU System
Marcin Lawenda, Krzesimir Samborski, Kyrylo Khloponin, Łukasz Szustak
AI for Global Challenges: Case Studies in Urban Solar Exposure & 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
Uncut-GEMMs: Communication-Aware Matrix Multiplication
on Multi-GPU Nodes
Anastasiadis Petros, Papadopoulou Nikela, Koziris Nectarios, Goumas Georgios
Structure Your Data:
Towards Semantic Graph
Counterfactuals
Angeliki Dimitriou, Maria Lymperaiou, Georgios Filandrianos, Konstantinos Thomas, Giorgos Stamou
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
Prediction model of performance–energy trade-off for CFD codes on AMD-based cluster
Marcin Lawenda, Łukasz Szustak, László Környei
Simulation of Wildfires Using EuroHPC Resources: Challenges and Opportunities
David Caballero, Leydi Laura Salazar, Ángela Rivera, Luis Torres
Fostering Uncertainty Quantification in Global Challenges with mUQSA Toolkit
Michał Kulczewski, Bartosz Bosak, Piotr Kopta, Wojciech Szeliga, Tomasz Piontek
Profiling and Optimization of Multicard GPU Machine
Learning Jobs
Marcin Lawenda, Kyrylo Khloponin, Krzesimir Samborski, Łukasz Szustak
Breaking Down LLM Inference:
A preliminary performance analysis of sparsified transformers
Ioanna Tasou, Petros Anastasiadis, Panagiotis Mpakos, Dimitrios Galanopoulos, Nectarios Koziris, Georgios Goumas
Evaluating AMD EPYC CPU
architectures on CFD
applications
Marcin Lawenda, Łukasz Szustak, László Környei, Flavio Cesar Cunha Galeazzo, Paweł Bratek
Using dispersion models at microscale to assess long-term air pollution in urban hot spots: A FAIRMODE joint
intercomparison exercise
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
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.
Open-source complex-geometry 3D fluid dynamics for applications with unpredictable heterogeneous dynamic high-performance-computing loads
J. Bakosi
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
