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Luca Torresi
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Graph neural networks for materials science and chemistry
P Reiser, M Neubert, A Eberhard, L Torresi, C Zhou, C Shao, H Metni, ...
Communications Materials 3 (1), 93, 2022
1902022
What is missing in autonomous discovery: Open challenges for the community
PM Maffettone, P Friederich, SG Baird, B Blaiszik, KA Brown, SI Campbell, ...
Digital Discovery 2 (6), 1644-1659, 2023
92023
Integrated system built for small-molecule semiconductors via high-throughput approaches
J Wu, J Zhang, M Hu, P Reiser, L Torresi, P Friederich, L Lahn, O Kasian, ...
Journal of the American Chemical Society 145 (30), 16517-16525, 2023
62023
Tau Lepton Identification With Graph Neural Networks at Future Electron–Positron Colliders
S Giagu, L Torresi, M Di Filippo
Frontiers in Physics 10, 909205, 2022
32022
MEGAN: Multi-explanation Graph Attention Network
J Teufel, L Torresi, P Reiser, P Friederich
World Conference on Explainable Artificial Intelligence, 338-360, 2023
22023
Navigating the unknown with AI: multiobjective Bayesian optimization of non-noble acidic OER catalysts
KJ Jenewein, L Torresi, N Haghmoradi, A Kormányos, P Friederich, ...
Journal of Materials Chemistry A 12 (5), 3072-3083, 2024
12024
Quantifying the Intrinsic Usefulness of Attributional Explanations for Graph Neural Networks with Artificial Simulatability Studies
J Teufel, L Torresi, P Friederich
World Conference on Explainable Artificial Intelligence, 361-381, 2023
2023
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Articles 1–7