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Harris, E.; Gasser, L.; Volpi, M.; Perez-Cruz, F.; Bjelić, S.; Obozinski, G. "Harnessing data science to improve molecular structure elucidation from tandem mass spectrometry" Structural Chemistry 34 5 1935-1950 2023 View publication
Journal Article
Ozdemir, F.; Lafci, B.; Dean-Ben, X. L.; Razansky, D.; Perez-Cruz, F. "OADAT: Experimental and Synthetic Clinical Optoacoustic Data for Standardized Image Processing" Transactions on Machine Learning Research 2023 View publication
Journal Article
Tagasovska, N.; Ozdemir, F.; Brando, A.; Ruiz, F.; Dy, J.; van de Meent, J. "Retrospective Uncertainties for Deep Models using Vine Copulas" Proceedings of The 26th International Conference on Artificial Intelligence and Statistics 206 7528–7539 2023 View publication
Conference Paper
Bertoli, G.; Schemm, S.; Ozdemir, F.; Perez Cruz, F.; Szekely, E. "Building a physics-constrained, fast and stable machine learning-based radiation emulator" EGU General Assembly Conference Abstracts 2023 View publication
Conference Paper
Bertoli, G.; Ozdemir, F.; Schemm, S.; Perez-Cruz, F. "Revisiting Machine Learning Approaches for Short- and Longwave Radiation Inference in Weather and Climate Models, Part I: Offline Performance" Preprint 2023 View publication
Preprint
Egger, P.; Jones, C. "Co-Exportation of Products by Multi-Product Firms" Preprint 2023 View publication
Preprint
Arturi, K.; Hollender, J. "Machine Learning-Based Hazard-Driven Prioritization of Features in Nontarget Screening of Environmental High-Resolution Mass Spectrometry Data" 46 18067-18079 2023 View publication
Journal Article
Di Croce, D.; Giovannozzi, M.; Pieloni, T.; Seidel, M.; Van der Veken, F. F. "Accelerating dynamic aperture evaluation using deep neural networks" Proc. 14th Int. Particle Accelerator Conf. (IPAC’23) 2870-2873 2023 View publication
Conference Paper
Pugnat, T.; Di Croce, D.; Giovannozzi, M.; Van Der Veken, F. F. "Analysis Tools for Numerical Simulations of Dynamic Aperture With Xsuite" HB2023 - Proceedings 2023 View publication
Conference Paper
Iadarola, G.; De Maria, R.; Lopaciuk, S.; Abramov, A.; Buffat, X.; Demetriadou, D.; Deniau, L.; Hermes, P.; Kicsiny, P.; Kruyt, P.; et al. "Xsuite: An Integrated Beam Physics Simulation Framework" HB2023 - Proceedings 2023 View publication
Conference Paper
Di Croce, D.; Giovannozzi, M.; Krymova, E.; Pieloni, T.; Seidel, M.; Van der Veken, F. F. "Optimizing Beam Dynamics in LHC with Active Deep Learning" HB2023 - Proceedings 2023 View publication
Conference Paper
Jones, C.; Barzegar-Keshteli, M.; Gross, A.; Obozinski, G.; Rahi, S. J. "A Graph Matching Approach to Tracking Neurons in Freely-Moving C. elegans" Preprint 2023 View publication
Preprint
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