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Sanchez, T.; Stalder, S.; Lamperti, L.; Brosse, S.; Frossard, A.; Leugger, F.; Rozanski, R.; Zong, S.; Manel, S.; Medici, L.; et al. "ORDNA: Deep-learning-based ordination for raw environmental DNA samples" Methods in Ecology and Evolution 2025 View publication
Journal Article
Samarin, M.; Horton, P.; Otero, N.; Allen, S.; Volpi, M. "Assessment of Local Climate Impact through Multivariate Downscaling Using Deep Learning" EXCLAIM Symposium 2025 View publication
Presentation
Horton, P.; Samarin, M.; Otero, N.; Allen, S.; Volpi, M. "Multivariate climate downscaling using deep learning models" EGU General Assembly 2025 View publication
Conference Paper
Grover, A.; Muser, T.; Kasak, L.; Zhang, L.; Krymova, E.; Boeva, V. "Evaluation of deep learning approaches for high-resolution chromatin accessibility prediction from genomic sequence" Preprint 2025 View publication
Preprint
Muser, T.; Krymova, E.; Morabito, A.; Seydoux, M.; Vagnoni, E. "Fatigue damage reduction in hydropower startups with machine learning" Nature Communications 16 1 2961 2025 View publication
Journal Article
Schillinger, M.; Shen, X.; Samarin, M.; Meinshausen, N. "Multivariate Generative Downscaling of Climate Simulation Data with Proper Scoring Rules" EXCLAIM Symposium 2025 View publication
Presentation
Dedoncker, S.; Donner, C.; Bischof, R.; Taenzer, L.; Van Damme, B. "Generative inverse design of multimodal resonant structures for locally resonant metamaterials" Engineering with Computers 2025 View publication
Journal Article
Kraft, B.; Schirmer, M.; Aeberhard, W. H.; Zappa, M.; Seneviratne, S. I.; Gudmundsson, L. "CH-RUN: a deep-learning-based spatially contiguous runoff reconstruction for Switzerland" Hydrology and Earth System Sciences 29 4 1061-1082 2025 View publication
Journal Article
Dalsasso, E.; Russwurm, M.; Donner, C.; De Vries, R.; Volpi, M.; Tuia, D. "A cross-sensor approach for marine litter detection with self-supervised learning" EGU General Assembly 2025 2025 View publication
Conference Paper
Goshtasbpour, S.; Samarin, M.; Volpi, M. "Learning Extreme Temperature Regimes" ICLR 2025 Workshop on Tackling Climate Change with Machine Learning 2025 View publication
Conference Paper
Donner, C.; Goshtasbpour, S.; Dalsasso, E.; Volpi, M.; Russwurm, M.; Tuia, D. "Autoregressive denoising diffusion for predicting trajectories of floating objects in oceans" EGU General Assembly 2025 2025 View publication
Conference Paper
Svoboda, J.; Ruesch, M.; Liechti, D.; Jones, C.; Volpi, M.; Zehnder, M.; Schweizer, J. "Towards deep-learning solutions for classification of automated snow height measurements (CleanSnow v1.0.2)" Geoscientific Model Development 18 5 1829-1849 2025 View publication
Journal Article
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