Výsledky vyhledávání - "Forrer, Luca"

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On GNN explanability with activation rules

Autor: Veyrin-Forrer, Luca, Kamal, Ataollah, Duffner, Stefan, Plantevit, Marc, Robardet, Céline

GNNs are powerful models based on node representation learning that perform particularly well in many machine learning problems related to graphs. The major obstacle to the deployment of GNNs is mostly a problem of societal acceptability and trustwor

Externí odkaz: http://arxiv.org/abs/2406.11594

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Electron-beam lithography of nanostructures at the tips of scanning probe cantilevers

Autor: Forrer, Luca, Kamber, Aurèle, Knoll, Armin, Poggio, Martino, Braakman, Floris

We developed a process to fabricate nanoscale metallic gate electrodes on scanning probe cantilevers, including on the irregular surface of protruding cantilever tips. The process includes a floating-layer technique to coat the cantilevers in electro

Externí odkaz: http://arxiv.org/abs/2209.11503

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Learning to run a power network challenge for training topology controllers

Autor: Marot, Antoine, Donnot, Benjamin, Romero, Camilo, Veyrin-Forrer, Luca, Lerousseau, Marvin, Donon, Balthazar, Guyon, Isabelle

For power grid operations, a large body of research focuses on using generation redispatching, load shedding or demand side management flexibilities. However, a less costly and potentially more flexible option would be grid topology reconfiguration,

Externí odkaz: http://arxiv.org/abs/1912.04211

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