Publications

Julien Lenhardt, Johannes Quaas, Dino Sejdinovic, und Daniel Klocke. CloudViT: classifying cloud types in global satellite data and in kilometre-resolution simulations using vision transformers. EGUsphere, (2024):1-31, Copernicus Publications, 2024. [PUMA: yaff]

Maria C Novitasari, Johannes Quaas, und Miguel Rodrigues. ALAS: Active Learning for Autoconversion Rates Prediction from Satellite Data. 3358-3366, PMLR, 2024. [PUMA: Yaff]

Sina Mehrdad, Dörthe Handorf, Ines Höschel, Khalil Karami, Johannes Quaas, Sudhakar Dipu, und Christoph Jacobi. A Physics-informed Deep Learning Based Clustering to Investigate the Impact of Regional European Radiative Forcing on Arctic Climate and Upper Atmospheric Dynamics. EGU24-16391Copernicus Meetings, 2024. [PUMA: yaff]

Karin Mora, Michael Rzanny, Jana Wäldchen, Hannes Feilhauer, Teja Kattenborn, Guido Kraemer, Patrick Mäder, Daria Svidzinska, Sophie Wolf, und Miguel D. Mahecha. Macrophenological dynamics from citizen science plant occurrence data. Methods in Ecology and Evolution, (15)8:1422–1437, Wiley, Juli 2024. [PUMA: Yaff] URL

Shijie Jiang, Lily‐belle Sweet, Georgios Blougouras, Alexander Brenning, Wantong Li, Markus Reichstein, Joachim Denzler, Wei Shangguan, Guo Yu, Feini Huang, und Jakob Zscheischler. How Interpretable Machine Learning Can Benefit Process Understanding in the Geosciences. Earth’s Future, (12)7American Geophysical Union (AGU), Juli 2024. [PUMA: yaff] URL

Chaonan Ji, Tonio Fincke, Vitus Benson, Gustau Camps-Valls, Miguel-Ángel Fernández-Torres, Fabian Gans, Guido Kraemer, Francesco Martinuzzi, David Montero, Karin Mora, Oscar J. Pellicer-Valero, Claire Robin, Maximilian Söchting, Mélanie Weynants, und Miguel D. Mahecha. DeepExtremeCubes: Earth system spatio-temporal data for assessing compound heatwave and drought impacts. Scientific Data, (12)1:149, 25.01.2025. [PUMA: Yaff topic_earthenvironment] URL

Mauro Gwerder, Cansaran Saygili Demir, Hannah L Williams, Alessandro Lugli, Cristina Graham Martinez, Joanna Kowal, Amjad Khan, Philipp Kirchner, Thibaud Koessler, Martin D Berger, und others. Morpho-molecular features of Epithelial Mesenchymal Transition associate with clinical outcome in patients with rectal cancer. bioRxiv, 2024--11, Cold Spring Harbor Laboratory, 2024. [PUMA: ML_Spatial_Understanding Yaff]

Rhea Sanjay Sukthanker, Arber Zela, Benedikt Staffler, Aaron Klein, Lennart Purucker, Joerg K. H. Franke, und Frank Hutter. HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models. The Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track (NeurIPS'24), 2024. [PUMA: AutoML Xack Yaff large_language_models neural_architecture_search]

Antonia Stubenvoll, Maria Schmidt, Johanna Moeller, Max Alexander Lingner Chango, Carolyn Schultz, Olga Antoniadou, Henry Loeffler-Wirth, Stephan Bernhart, Florian Peter Große, Beatrice Thier, Annette Paschen, Ulf Anderegg, Jan C. Simon, Mirjana Ziemer, Clara T. Schoeder, Hans Binder, und Manfred Kunz. Single-cell transcriptomics and epigenomics point to CD58-CD2 interaction in controlling primary melanoma growth and immunity. Cancer Communications, (n/a)n/aJohn Wiley & Sons, Ltd, Januar 2025. [PUMA: Yaff melanoma myown single-cell topic_lifescience transcriptomics] URL

Jürgen Jost, und Guillermo Restrepo. Self-reinforcing mechanisms driving the evolution of the chemical space. Perspect. Sci., 1--39, MIT Press, Juli 2023. [PUMA: yaff]

Markus Bauer, und Christoph Augenstein. Self-supervised learning in histopathology: New perspectives for prostate cancer grading. Lecture Notes in Computer Science, 348--360, Springer Nature Switzerland, Cham, 2024. [PUMA: yaff]

Peter Uhrig, Elinor Payne, Irina Pavlova, Ilya Burenko, Nathan Dykes, Mary Baltazani, Evie Burrows, Scott Hale, Philip Torr, und Anna Wilson. Studying time conceptualisation via speech, prosody, and hand gesture: interweaving manual and computational methods of analysis. Gesture and Speech in Interaction Conference (GeSpIn 2023), 2023. [PUMA: yaff]

Manuel Estévez, Erika Roldan, und Henry Segerman. Surfaces in The Tesseract. 2023. [PUMA: yaff]

Jens Christian Refsgaard, Juliane Mai, Markus Hrachowitz, Sharad K Jain, und Simon Stisen. Towards more credible models in catchment hydrology to enhance hydrological process understanding: Preface. Authorea, Inc., September 2023. [PUMA: yaff]

Deborah Oliveros, Érika Roldán, Pablo Soberón, und Antonio J Torres. Tverberg Partition Graphs. 2023. [PUMA: Yaff]

Byung Ho Lee, Kana Fuji, Heike Petzold, Phil Seymour, Siham Yennek, Coline Schewin, Allison Lewis, Daniel Riveline, Tetsuya Hiraiwa, Masaki Sano, und Anne Grapin-Botton. Control of lumen geometry and topology by the interplay between pressure and cell proliferation rate in pancreatic organoids. bioRxiv, Cold Spring Harbor Laboratory, 2024. [PUMA: Yaff imported] URL

Yuvaraj Natarajan, Gitanjali Wadhwa, Sri Preethaa K R, Karthic Sundaram, und Rama Abirami K. Advancing Sustainable IoT Appliance Load Monitoring Through Edge-Enabled Federated Transfer Learning. 2024 International Conference on Green Energy, Computing and Sustainable Technology (GECOST), 386-391, Januar 2024. [PUMA: Yaff imported]

Gishnu Harikumar Parvathy, Dhananjay Bhandiwad, Lars Eggers, Linda von Borstel, Jochen Behrends, Martina Hein, David Hertz, Jaqueline Marschner, Zane Orinska, Stefan H E Kaufmann, Mario Alberto Flores-Valdez, Hanna Lotter, und Bianca E Schneider. Sex differences in vaccine induced immunity and protection againstMycobacterium tuberculosis. Cold Spring Harbor Laboratory, April 2024. [PUMA: Yaff imported] URL

Meysam Alishahi, und Jeff M. Phillips. No Dimensional Sampling Coresets for Classification. 2024. [PUMA: Yaff imported] URL

Aldo Acevedo, Yue Wu, Fabio Lorenzo Traversa, und Carlo Vittorio Cannistraci. Geometric separability of mesoscale patterns in embedding representation and visualization of multidimensional data and complex networks. PLOS Complex Systems, (1)2:1-28, Public Library of Science, Oktober 2024. [PUMA: Yaff imported] URL