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Gajardo, J.; Volpi, M.; Onwude, D.; Defraeye, T. "Evaluating the role of training data origin for country-scale cropland mapping in data-scarce regions: A case study of Nigeria" ISPRS Open Journal of Photogrammetry and Remote Sensing 17 100091 2025 View publication
Journal Article
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Ishii, M.; Carter, B. R.; Toyama, K.; Rodgers, K. B.; Feely, R. A.; Chau, T.; Chevallier, F.; Desmet, F.; Gregor, L.; Iida, Y.; et al. "CO2 Uptake in the Pacific From 1985 to 2018: A Comparative Assessment of Observation- and Model-Based Estimates" Global Biogeochemical Cycles 39 5 e2024GB008355 2025 View publication
Journal Article
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Lamperti, L.; Sanchez, T.; Stalder, S.; Mouillot, D.; Volpi, M.; Albouy, C.; Bruno, M.; Molin, N.; Francois, O.; Manel, S.; et al. "End-to-End Artificial Learning of Protection Gradient from Raw eDNA Sequences" Preprint 2025 View publication
Preprint
ZCEMQEVP
Benettin, P.; Duchemin, Q.; Zanoni, M. G.; Miazza, R.; Kirchner, J. "Data-Driven approaches to estimate watershed responses" Swiss Geoscience Meeting 2025 View publication
Presentation
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Effenberger, N.; Samarin, M.; Schillinger, M.; Knutti, R. "Bridging CORDEX and CMIP6: Machine Learning Downscaling for Wind and Solar Energy Droughts in Central Europe" Preprint 2025 View publication
Preprint
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Gauthier, A.; Vancauwenberghe, L.; Cousty, J.; Matthey-Doret, C.; Franken, R.; Maennel, S.; Miéville, P.; Riba Grognuz, O. "A FAIR research data infrastructure for high-throughput digital chemistry" Digital Discovery 10.1039.D5DD00297D 2025 View publication
Journal Article
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Romanelli, G.; Castello, R. "A data-driven multivariate estimation of building heat demand: The case of the Canton of Vaud" Journal of Physics: Conference Series 3140 2025 View publication
Journal Article
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Despraz, J.; Nektarijević, S.; Vancauwenberghe, L.; Cito, P.; Milosavljevic, S.; Perrin, S.; Pouzols, S.; Riba Grognuz, O.; Mabire, C.; Raisaro, J. L. "Real-World Deployment of a ML Pipeline for Pressure Wounds Prediction" Intelligent Health Systems 327 93-97 2025 View publication
Conference Paper
3CMK965S
Schillinger, M.; Samarin, M.; Shen, X.; Knutti, R.; Meinshausen, N. "EnScale: Temporally-consistent multivariate generative downscaling via proper scoring rules" Preprint 2025 View publication
Preprint
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Bertoli, G.; Mohebi, S.; Ozdemir, F.; Jucker, J.; Rüdisühli, S.; Perez‐Cruz, F.; Salzmann, M.; Schemm, S. "Revisiting Machine Learning Approaches for Short‐ and Longwave Radiation Inference in Weather and Climate Models" Journal of Advances in Modeling Earth Systems 17 9 e2025MS004956 2025 View publication
Journal Article
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Ulzega, S.; Beer, J.; Ferriz-Mas, A.; Dirmeier, S.; Albert, C. "Shedding Light on the Solar Dynamo Using Data-driven Bayesian Parameter Inference" The Astrophysical Journal 992 1 61 2025 View publication
Journal Article
HK3JNLNN
Miglino, N.; Toussaint, N. C.; Ring, A.; Bonilla, X.; Tusup, M.; Gosztonyi, B.; Mehra, T.; Gut, G.; Jacob, F.; Chevrier, S.; et al. "Feasibility of multiomics tumor profiling for guiding treatment of melanoma" Nature Medicine 31 7 2430-2441 2025 View publication
Journal Article
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