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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
Brockhaus, E. K.; Wolffram, D.; Stadler, T.; Osthege, M.; Mitra, T.; Littek, J. M.; Krymova, E.; Klesen, A. J.; Huisman, J. S.; Heyder, S.; et al. "Why are different estimates of the effective reproductive number so different? A case study on COVID-19 in Germany" PLOS Computational Biology 19 11 e1011653 2023 View publication
Journal Article
Salamanca, L.; Apolinarska, A. A.; Pérez-Cruz, F.; Kohler, M. "Augmented Intelligence for Architectural Design with Conditional Autoencoders: Semiramis Case Study" Towards Radical Regeneration 108-121 2023 View publication
Conference Paper
Roškar, R.; Ramakrishnan, C.; Volpi, M.; Perez-Cruz, F.; Alisafaee, M.; Fischer, P.; Gasser, L.; Harris, E. J.; Ozdemir, F.; Paitz, P.; et al. "Renku: a platform for sustainable data science" Proceedings of the 37th International Conference on Neural Information Processing Systems 42161–42173 2023 View publication
Conference Paper
Sherratt, K.; Gruson, H.; Grah, R.; Johnson, H.; Niehus, R.; Prasse, B.; Sandmann, F.; Deuschel, J.; Wolffram, D.; Abbott, S.; et al. "Predictive performance of multi-model ensemble forecasts of COVID-19 across European nations" eLife 12 e81916 2023 View publication
Journal Article
Li, D.; Gajardo, J.; Volpi, M.; Defraeye, T. "Using machine learning to generate an open-access cropland map from satellite images time series in the Indian Himalayan region" Remote Sensing Applications: Society and Environment 101057 2023 View publication
Journal Article
Knott, M.; Perez-Cruz, F.; Defraeye, T. "Facilitated machine learning for image-based fruit quality assessment" Journal of Food Engineering 345 111401 2023 View publication
Journal Article
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