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Landwehr, S.; Volpi, M.; Haumann, F. A.; Robinson, C. M.; Thurnherr, I.; Ferracci, V.; Baccarini, A.; Thomas, J.; Gorodetskaya, I.; Tatzelt, C.; et al. "Exploring the coupled ocean and atmosphere system with a data science approach applied to observations from the Antarctic Circumnavigation Expedition" Earth System Dynamics 12 4 1295-1369 2021 View publication
Journal Article
Martinkus, K.; Lucchi, A.; Perraudin, N. "Scalable Graph Networks for Particle Simulations" Proceedings of the AAAI Conference on Artificial Intelligence 35 8912–8920 2021 View publication
Conference Paper
Xydis, A.; Perraudin, N.; Rust, R.; Lytle, B. A.; Gramazio, F.; Kohler, M. "Data-Driven Acoustic Design of Diffuse Soundfields" ACADIA 2021: Realignments: Toward Critical Computation 170-181 2021 View publication
Conference Paper
Perraudin, N.; Marcon, S.; Lucchi, A.; Kacprzak, T. "Emulation of Cosmological Mass Maps with Conditional Generative Adversarial Networks" Frontiers in Artificial Intelligence 4 673062 2021 View publication
Journal Article
Bracher, J.; Wolffram, D.; Deuschel, J.; Görgen, K.; Ketterer, J. L.; Ullrich, A.; Abbott, S.; Barbarossa, M. V.; Bertsimas, D.; Bhatia, S.; et al. "A pre-registered short-term forecasting study of COVID-19 in Germany and Poland during the second wave" Nature Communications 12 1 5173 2021 View publication
Journal Article
Simou, E.; Thanou, D.; Frossard, P. "node2coords: Graph Representation Learning with Wasserstein Barycenters" IEEE Transactions on Signal and Information Processing over Networks 7 17-29 2021 View publication
Journal Article
Itani, S.; Thanou, D. "Combining anatomical and functional networks for neuropathology identification: A case study on autism spectrum disorder" Medical Image Analysis 69 101986 2021 View publication
Journal Article
Schenk, M.; Coyle, L.; Giovannozzi, M.; Krymova, E.; Mereghetti, A.; Obozinski, G.; Pieloni, T. "Modeling Particle Stability Plots for Accelerator Optimization Using Adaptive Sampling" Proceedings of the 12th International Particle Accelerator Conference IPAC2021 2021 View publication
Conference Paper
Karger, D. N.; Wilson, A. M.; Mahony, C.; Zimmermann, N. E.; Jetz, W. "Global daily 1 km land surface precipitation based on cloud cover-informed downscaling" Nature Scientific Data 8 307 1-12 2021 View publication
Journal Article
Egger, P.; Rao, S. X.; Papini, S. "A new algorithm for matching Chinese NBS firm-level with customs data" China Economic Journal 14 3 311-335 2021 View publication
Journal Article
Taylor, A.; Zotz, G.; Weigelt, P.; Cai, L.; Karger, D. N.; König, C.; Kreft, H. "Vascular epiphytes contribute disproportionately to global centres of plant diversity" Global Ecology and Biogeography 31 62-74 2021 View publication
Journal Article
Coyle, L.; Blanc, F.; Buffat, X.; Krymova, E.; Obozinski, G.; Pieloni, T.; Schenk, M.; Solfaroli Camillocci, M.; Wenninger, J. "Detection and Classification of Collective Beam Behaviour in the LHC" Proceedings of the 12th International Particle Accelerator Conference IPAC2021 2021 View publication
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