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Büttner, N.; Stalder, S.; Volpi, M.; Suel, E.; Harttgen, K. "Large-scale slum mapping in sub-Saharan Africa's major cities: Remote sensing and deep learning reveal strong slum growth in the urban periphery between 2016 and 2022" Habitat International 161 2025 View publication
Journal Article
Kirschner, J.; Krause, A.; Meziu, M.; Mutny, M. "Confidence Estimation via Sequential Likelihood Mixing" arXiv preprint arXiv:2502.14689 2025 View publication
Journal Article
Barba, L.; Kirschner, J.; Aidukas, T.; Guizar-Sicairos, M.; Béjar, B. "Diffusion Active Learning: Towards Data-Driven Experimental Design in Computed Tomography" Preprint 2025 View publication
Preprint
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 25 4 1331-1351 2025 View publication
Journal Article
Dasser, G.; Maissen, A.; Aaron, J.; Manconi, A. "Improving the Understanding of Alpine Mass Movements by leveraging AI on Spaceborne InSAR Data" EGU General Assembly 2025 View publication
Conference Paper
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
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