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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
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
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
Obrist, J.; Zamora, M.; Zheng, H.; Hinchet, R.; Ozdemir, F.; Zarate, J.; Katzschmann, R. K.; Coros, S. "PokeFlex: A Real-World Dataset of Volumetric Deformable Objects for Robotics" IEEE Robotics and Automation Letters 10 10 10586-10593 2025 View publication
Journal Article
Duchemin, Q.; Miazza, R.; Kirchner, J. W.; Benettin, P. "A data-driven model to estimate time-variable catchment transit time distributions" Preprint 2025 View publication
Preprint
Roth, L.; Boss, M.; Kirchgessner, N.; Aasen, H.; Aguirre-Cuellar, B. P.; Akiina, P. P. A.; Anderegg, J.; Castillo, J. G.; Chen, X.; Corrado, S.; et al. "The FIP 1.0 Data Set: Highly resolved annotated image time series of 4,000 wheat plots grown in 6 years" GigaScience 14 giaf051 2025 View publication
Journal Article
Wang, R.; Ziegler, M.; Volpi, M.; Manconi, A. "Advanced identification of geological discontinuities with deep learning" Applied Computing and Geosciences 100256 2025 View publication
Journal Article
Upadhyay, A.; Jiang, J.; Cheng, Y.; Vasilakos, P.; Chen, Y.; Trejo Banos, D.; Flückiger, B.; Manousakas, M. I.; Prévôt, A. S.; Modini, R. L.; et al. "High-resolution modelling of particulate matter chemical composition over Europe: brake wear pollution" Environment International 202 109615 2025 View publication
Journal Article
Sanchez, T.; Stalder, S.; Lamperti, L.; Brosse, S.; Frossard, A.; Leugger, F.; Rozanski, R.; Zong, S.; Manel, S.; Medici, L.; et al. "<span style="font-variant:small-caps;">ORDNA</span> : Deep‐learning‐based ordination for raw environmental <span style="font-variant:small-caps;">DNA</span> samples" Methods in Ecology and Evolution 2041-210X.70033 2025 View publication
Journal Article
Dirmeier, S.; Albert, C.; Perez-Cruz, F. "Simulation-based Inference for High-dimensional Data using Surjective Sequential Neural Likelihood Estimation" Proceedings of the 41st Conference on Uncertainty in Artificial Intelligence 2025 View publication
Conference Paper
Hong, Y.; Xin, Y.; Dirmeier, S.; Perez-Cruz, F.; Raubal, M. "A causal intervention framework for synthesizing mobility data and evaluating predictive neural networks" Transportation Research Interdisciplinary Perspectives 31 101398 2025 View publication
Journal Article
Dirmeier, S.; Mira, A. "Causal Posterior Estimation" Preprint 2025 View publication
Preprint
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