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Donner, C.; Mishra, A.; Shimazaki, H. "A projected nonlinear state-space model for forecasting time series signals" International Journal of Forecasting 2025 View publication
Journal Article
Arturi, K.; Harris, E.; Gasser, L.; Escher, B.; Braun, G.; Bosshard, R.; Hollender, J. "MLinvitroTox reloaded for high-throughput hazard-based prioritization of high-resolution mass spectrometry data" Journal of Cheminformatics 17 1.0 14 2025 View publication
Journal Article
Obrist, J.; Coros, S.; Mora, M. A. Z.; Zheng, H.; Hinchet, R.; Ozdemir, F.; Zarate, J. J.; Katzschmann, R. K. "PokeFlex: A Real-World Dataset of Volumetric Deformable Objects for Robotics" 8th IEEE-RAS International Conference on Soft Robotics Extended Abstracts 2025 View publication
Conference Paper
Mari, A.; Remlinger, C.; Castello, R.; Obozinski, G.; Quarteroni, S.; Heymann, F.; Galus, M. "Real-time estimates of Swiss electricity savings using streamed smart meter data" Applied Energy 377 124537 2025 View publication
Journal Article
Pérez-Guillén, C.; Techel, F.; Volpi, M.; Van Herwijnen, A. "Assessing the performance and explainability of an avalanche danger forecast model" Natural Hazards and Earth System Sciences 2025 View publication
Journal Article
Kraft, B.; Schirmer, M.; Aeberhard, W. H.; Zappa, M.; Seneviratne, S. I.; Gudmundsson, L. "CH-RUN: A data-driven spatially contiguous runoff monitoring product for Switzerland" Accepted in Hydrology and Earth System Sciences 2024 View publication
Journal Article
Boyd Pernov, J.; Aeberhard, W. H.; Volpi, M.; Harris, E.; Hohermuth, B.; Ishino, S.; Henne, S.; Im, U.; Quinn, P. K.; Upchurch, L. M.; et al. "Data-driven modeling of environmental factors influencing Arctic methanesulfonic acid aerosol concentrations" Submitted to Atmospheric Chemistry and Physics 2024 View publication
Journal Article
Gasser, L.; Schür, C.; Perez-Cruz, F.; Schirmer, K.; Baity-Jesi, M. "Machine learning-based prediction of fish acute mortality: implementation, interpretation, and regulatory relevance" Environmental Science: Advances 3 8.0 1124-1138 2024 View publication
Journal Article
Stalder, S.; Volpi, M.; Büttner, N.; Law, S.; Harttgen, K.; Suel, E. "Self-supervised learning unveils urban change from street-level images" Computers, Environment and Urban Systems 112 102156 2024 View publication
Journal Article
Gashi, S.; Oldrati, P.; Moebus, M.; Hilty, M.; Barrios, L.; Ozdemir, F.; Kana, V.; Lutterotti, A.; Rätsch, G.; Holz, C. "Modeling multiple sclerosis using mobile and wearable sensor data" npj Digital Medicine 7 1.0 64 2024 View publication
Journal Article
Boyd Pernov, J.; Harris, E.; Volpi, M.; Baumgartner, T.; Hohermuth, B.; Henne, S.; Aeberhard, W. H.; Becagli, S.; Quinn, P. K.; Traversi, R.; et al. "Pan-Arctic Methanesulfonic Acid Aerosol: Source regions, atmospheric drivers, and future projections" npj Climate and Atmospheric Science 7 166 1-18 2024 View publication
Journal Article
Vagnoni, E.; Muser, T.; Seydoux, M.; Morabito, A.; Krymova, E. "On the modelling of the fatigue-induced damage in Francis turbines start-up sequences" IOP Conference Series: Earth and Environmental Science 1411 1.0 012043 2024 View publication
Journal Article
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