Publications

Highlighted publications

Boosting HPC data analysis performance with the ParSoDA-Py library

Belcastro, L., Giampà, S., Marozzo, F,Rosa M. Badia, Jorge Ejarque & Nihad Mammadli,Loris Belcastro, Salvatore Giampà, Fabrizio Marozzo, Domenico Talia & Paolo Trunfio

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A comparison of data-driven reduced order models for the simulation of mesoscale atmospheric flow

Arash Hajisharifi, Michele Girfoglio, Annalisa Quaini, Gianluigi Rozza,

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Generative adversarial reduced order modelling

Coscia, D., Demo, N. & Rozza, G. 

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List of publications

GEMM-Like Convolution for Deep Learning Inference on the Xilinx Versal

Publication in Conference Proceedings / Workshop
2023
Lei, J., Martínez, H., Flich, J., Quintana-Ortí, E.S.

Urgent Computing for Protecting People From Natural Disasters

Article in journal
2023
Domenico Talia, University of Calabria, Rende, Italy Paolo Trunfio, University of Calabria, Rende, Italy

Machine-Learning based Estimator for ground motion Shaking maps (MLESmap)

Oral presentation
2023
David Modesto and Marisol Monterrubio

Reformulating the direct convolution for high-performance deep learning inference on ARM processors

Article in journal
2023
Sergio Barrachina, Adrián Castelló, Manuel F. Dolz, Tze Meng Low, Héctor Martínez, Enrique S. Quintana-Ortí, Upasana Sridhar, Andrés E. Tomás,

Toward Matrix Multiplication for Deep Learning Inference on the Xilinx Versal

Publication in Conference Proceedings / Workshop
2023
Lei, Jie and Flich, José and Quintana-Ortí, Enrique S.