Publications

Journal Paper

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Marc Schouler, Robert Alexander Caulk, Lucas Meyer, Théophile Terraz, Christoph Conrads, Sebastian Friedemann, Achal Agarwal, Juan Manuel Baldonado, Bartłomiej Pogodziński, Anna Sekuła, Alejandro Ribes, Bruno Raffin: “Melissa: coordinating large-scale ensemble runs for deep learning and sensitivity analyses”. Journal of Open Source Software, 2023. Link: https://joss.theoj.org/papers/10.21105/joss.05291

Journal Paper

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Andrea Borghesi; Carmine Di Santi; Martin Molan; Mohsen Seyedkazemi Ardebili; Alessio Mauri; Massimiliano Guarrasi; Daniela Galetti; Mirko Cestari; Francesco Barchi; Luca Benini; Francesco Beneventi; Andrea Bartolini: “M100 ExaData: a data collection campaign on the CINECA’s Marconi100 Tier-0 supercomputer”. Nature Scientific Data, 2023. Link: https://www.nature.com/articles/s41597-023-02174-3

Conference Paper

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Marina Kontou, Varvara Asouti, Xenofon Trompoukis, Kyriakos Giannakoglou: “DNN-assisted EA-based shape optimization of a hydraulic turbine”. Eurogen 2023. Link: https://www.eurogen2023.org/proceedings/pdf/18964.pdf

Conference Paper

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Quentin Guilloteau, Jonathan Bleuzen, Millian Poquet, Olivier Richard: “Painless Transposition of Reproducible Distributed Environments with NixOS Compose”. IEEE CLUSTER 2022. Link: https://hal.archives-ouvertes.fr/hal-03723771v1/document

Workshop Paper

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Lucas Meyer, Alejandro Ribes, Bruno Raffin: “Simulation-Based Parallel Training”. AI for Science Workshop, Neurips 2022. Link: https://hal.archives-ouvertes.fr/hal-03842106

Workshop Paper

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Alejandro Ribés, Ruben Persicot, Lucas Meyer, Jean-Pierre Ducreux: “A hybrid Reduced Basis and Machine-Learning algorithm for building Surrogate Models: a first application to electromagnetism”. MLPS Workshop Neurips 2022. Link: https://hal.archives-ouvertes.fr/hal-03850571/

Journal Paper

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Andrea Borghesi; Martin Molan; Michela Milano; Andrea Bartolini: “Anomaly Detection and Anticipation in High Performance Computing Systems”. In IEEE Transactions on Parallel and Distributed Systems, vol. 33, no. 4, pp. 739-750, 1 April 2022. Link: https://cris.unibo.it/handle/11585/837121

Workshop Paper

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Lucas Meyer, Louen Pottier, Alejandro Ribes, Bruno Raffin: “Deep Surrogate for Direct Time Fluid Dynamics”. MLPS Workshop Neurips 2021. Link: https://hal.archives-ouvertes.fr/hal-03451432v2