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2Leveraging surface observations and passive satellite retrievals of cloud properties: Applications to cloud type classification and cloud base height retrieval
J. Lenhardt, J. Quaas, D. Sejdinovic, and D. Klocke. (2024)
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2CloudViT: classifying cloud types in global satellite data and in kilometre-resolution simulations using vision transformers
J. Lenhardt, J. Quaas, D. Sejdinovic, and D. Klocke. EGUsphere, (2024)
5 days ago by @scadsfct
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2ALAS: Active Learning for Autoconversion Rates Prediction from Satellite Data
M. Novitasari, J. Quaas, and M. Rodrigues. (2024)
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2A Physics-informed Deep Learning Based Clustering to Investigate the Impact of Regional European Radiative Forcing on Arctic Climate and Upper Atmospheric Dynamics
S. Mehrdad, D. Handorf, I. Höschel, K. Karami, J. Quaas, S. Dipu, and C. Jacobi. (2024)
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2Macrophenological dynamics from citizen science plant occurrence data
K. Mora, M. Rzanny, J. Wäldchen, H. Feilhauer, T. Kattenborn, G. Kraemer, P. Mäder, D. Svidzinska, S. Wolf, and M. Mahecha. Methods in Ecology and Evolution, 15 (8): 1422–1437 (July 2024)
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2From simple labels to semantic image segmentation: leveraging citizen science plant photographs for tree species mapping in drone imagery
S. Soltani, O. Ferlian, N. Eisenhauer, H. Feilhauer, and T. Kattenborn. Biogeosciences, 21 (11): 2909–2935 (June 2024)
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2On-Demand Earth System Data Cubes
D. Montero, C. Aybar, C. Ji, G. Kraemer, M. Söchting, K. Teber, and M. Mahecha. IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, page 7529–7532. IEEE, (July 2024)
5 days ago by @scadsfct
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2Citizen science plant observations encode global trait patterns
S. Wolf, M. Mahecha, F. Sabatini, C. Wirth, H. Bruelheide, J. Kattge, Á. Moreno Martínez, K. Mora, and T. Kattenborn. Nature Ecology & Evolution, 6 (12): 1850–1859 (October 2022)
5 days ago by @scadsfct
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2Biodiversity and Climate Extremes: Known Interactions and Research Gaps
M. Mahecha, A. Bastos, F. Bohn, N. Eisenhauer, H. Feilhauer, T. Hickler, H. Kalesse‐Los, M. Migliavacca, F. Otto, J. Peng and 42 other author(s). Earth’s Future, (June 2024)
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2Lexcube: Interactive Visualization of Large Earth System Data Cubes
M. Söchting, M. Mahecha, D. Montero, and G. Scheuermann. IEEE Computer Graphics and Applications, 44 (1): 25–37 (January 2024)
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2Text mining uncovers the unique dynamics of socio-economic impacts of the 2018–2022 multi-year drought in Germany
J. Sodoge, C. Kuhlicke, M. Mahecha, and M. de Brito. Natural Hazards and Earth System Sciences, 24 (5): 1757–1777 (May 2024)
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2Estimating transpiration globally by integrating the Priestley-Taylor model with neural networks
M. Hannemann, A. Garc\'ıa-Garc\'ıa, R. Poyatos, M. Mahecha, and J. Peng. Environ. Res. Lett., 19 (11): 114089 (November 2024)
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2Explainable Earth Surface Forecasting under Extreme Events
O. Pellicer-Valero, M. Fernández-Torres, C. Ji, M. Mahecha, and G. Camps-Valls. (2024)
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2Temporal dynamics in vertical leaf angles can confound vegetation indices widely used in Earth observations
T. Kattenborn, S. Wieneke, D. Montero, M. Mahecha, R. Richter, C. Guimarães-Steinicke, C. Wirth, O. Ferlian, H. Feilhauer, L. Sachsenmaier and 2 other author(s). Communications Earth & Environment, (October 2024)
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2How Interpretable Machine Learning Can Benefit Process Understanding in the Geosciences
S. Jiang, L. Sweet, G. Blougouras, A. Brenning, W. Li, M. Reichstein, J. Denzler, W. Shangguan, G. Yu, F. Huang and 1 other author(s). Earth’s Future, (July 2024)
5 days ago by @scadsfct
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2Simulation-based inference as a paradigm for scientific machine learning in the cryosphere and beyond
B. Groenke, K. Aalstad, N. Pirk, S. Westermann, J. Zscheischler, G. Gallego, and J. Boike. (March 2024)
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2A new climate impact database using generative AI
N. Li, W. Thiery, J. Zscheischler, G. Messori, L. Guillou, J. Nivre, O. Görnerup, S. Lampe, C. Flynn, M. Madruga de Brito and 1 other author(s). (November 2024)
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2Technical Note: The divide and measure nonconformity – how metrics can mislead when we evaluate on different data partitions
D. Klotz, M. Gauch, F. Kratzert, G. Nearing, and J. Zscheischler. Hydrology and Earth System Sciences, 28 (15): 3665–3673 (August 2024)
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2Identifying compound weather drivers of forest biomass loss with generative deep learning
M. Anand, F. Bohn, G. Camps-Valls, R. Fischer, A. Huth, L. Sweet, and J. Zscheischler. Environmental Data Science, (2024)
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2Using LLMs to Build a Database of Climate Extreme Impacts
N. Li, S. Zahra, M. Brito, C. Flynn, O. Görnerup, K. Worou, M. Kurfali, C. Meng, W. Thiery, J. Zscheischler and 2 other author(s). Proceedings of the 1st Workshop on Natural Language Processing Meets Climate Change (ClimateNLP 2024), page 93–110. Association for Computational Linguistics, (2024)
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2Assessing Data Usefulness for Failure Analysis in Anonymized System Logs
S. Ghiasvand, and F. Ciorba. Proceedings of the 17th International Symposium on Parallel and Distributed Computing (ISPDC), page 164--171. Geneva, Switzerland, (June 2018)
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2A generalized and versatile framework to train and evaluate autoencoders for biological representation learning and beyond: AUTOENCODIX
M. Joas, N. Jurenaite, D. Prascevic, N. Scherf, and J. Ewald. (December 2024)
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1Evolution and Phylogeny of MicroRNAs — Protocols, Pitfalls, and Problems
C. Velandia-Huerto, A. Yazbeck, J. Schor, and P. Stadler. page 211–233. Springer US, (February 2012)
10 days ago by @scadsfct
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MicroRNAs
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1DeepExtremeCubes: Earth system spatio-temporal data for assessing compound heatwave and drought impacts
C. Ji, T. Fincke, V. Benson, G. Camps-Valls, M. Fernández-Torres, F. Gans, G. Kraemer, F. Martinuzzi, D. Montero, K. Mora and 5 other author(s). Scientific Data, 12 (1): 149 (Jan 25, 2025)
12 days ago by @scadsfct
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2Specialized signaling centers direct cell fate and spatial organization in a limb organoid model
E. Skoufa, J. Zhong, O. Kahre, K. Hu, G. Tsissios, L. Carrau, A. Herrera, A. Dominguez Mantes, A. Castilla-Ibeas, H. Jang and 5 other author(s). bioRxiv, (2024)
12 days ago by @scadsfct
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2Morpho-molecular features of Epithelial Mesenchymal Transition associate with clinical outcome in patients with rectal cancer
M. Gwerder, C. Demir, H. Williams, A. Lugli, C. Martinez, J. Kowal, A. Khan, P. Kirchner, T. Koessler, M. Berger and 1 other author(s). bioRxiv, (2024)
12 days ago by @scadsfct
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2CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting
S. Graham, Q. Vu, M. Jahanifar, M. Weigert, U. Schmidt, W. Zhang, J. Zhang, S. Yang, J. Xiang, X. Wang and 1 other author(s). arXiv preprint arXiv:2303.06274, (2023)
12 days ago by @scadsfct
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2Modular segmentation, spatial analysis and visualization of volume electron microscopy datasets
A. Müller, D. Schmidt, J. Albrecht, L. Rieckert, M. Otto, L. Galicia Garcia, G. Fabig, M. Solimena, and M. Weigert. Nature Protocols, (2024)
13 days ago by @scadsfct
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2Trackastra: Transformer-based cell tracking for live-cell microscopy
B. Gallusser, and M. Weigert. European Conference on Computer Vision, page 467--484. Springer, (2025)
13 days ago by @scadsfct
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2HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models
R. Sukthanker, A. Zela, B. Staffler, A. Klein, L. Purucker, J. Franke, and F. Hutter. The Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track (NeurIPS'24), (2024)
13 days ago by @scadsfct
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2Single-cell transcriptomics and epigenomics point to CD58-CD2 interaction in controlling primary melanoma growth and immunity
A. Stubenvoll, M. Schmidt, J. Moeller, M. Chango, C. Schultz, O. Antoniadou, H. Loeffler-Wirth, S. Bernhart, F. Große, B. Thier and 7 other author(s). Cancer Communications, (January 2025)
13 days ago by @scadsfct
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1Control of lumen geometry and topology by the interplay between pressure and cell proliferation rate in pancreatic organoids
B. Lee, K. Fuji, H. Petzold, P. Seymour, S. Yennek, C. Schewin, A. Lewis, D. Riveline, T. Hiraiwa, M. Sano and 1 other author(s). bioRxiv, (2024)
27 days ago by @scadsfct
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1Advancing Sustainable IoT Appliance Load Monitoring Through Edge-Enabled Federated Transfer Learning
Y. Natarajan, G. Wadhwa, S. K R, K. Sundaram, and R. K. 2024 International Conference on Green Energy, Computing and Sustainable Technology (GECOST), page 386-391. (January 2024)
27 days ago by @scadsfct
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1AI Development in Germany After the Publication of German Nation AI Strategy, Problems and Solutions
R. Nicknam, S. Zargarbashi, and A. Safavipour. Journal of Humanities and Education Development, 6 (5): 68–81 (2024)
27 days ago by @scadsfct
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1Artificial intelligence hallucinations in anaesthesia: Causes, consequences and countermeasures
P. Gondode, S. Duggal, and V. Mahor. Indian Journal of Anaesthesia, 68 (7): 658–661 (June 2024)
27 days ago by @scadsfct
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1Klangwelten neu gedacht : Zur Nutzung und Rolle von Künstlicher Intelligenz in der Musikproduktion
P. Schlosser. (2024)
27 days ago by @scadsfct
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1Sex differences in vaccine induced immunity and protection againstMycobacterium tuberculosis
G. Parvathy, D. Bhandiwad, L. Eggers, L. von Borstel, J. Behrends, M. Hein, D. Hertz, J. Marschner, Z. Orinska, S. Kaufmann and 3 other author(s). (April 2024)
27 days ago by @scadsfct
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1On the Limitations of Embedding Based Methods for Measuring Functional Correctness for Code Generation
A. Naik. (2024)
27 days ago by @scadsfct
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1No Dimensional Sampling Coresets for Classification
M. Alishahi, and J. Phillips. (2024)
27 days ago by @scadsfct
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1Geometric separability of mesoscale patterns in embedding representation and visualization of multidimensional data and complex networks
A. Acevedo, Y. Wu, F. Traversa, and C. Cannistraci. PLOS Complex Systems, 1 (2): 1-28 (October 2024)
27 days ago by @scadsfct
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1LIPIcs, Volume 299, FSCD 2024, Complete Volume
J. Rehof. Schloss Dagstuhl – Leibniz-Zentrum für Informatik, (2024)
27 days ago by @scadsfct
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116P The role of systemic immunity in locally advanced gastric cancer patients treated with neoadjuvant chemotherapy
C. Molinari, J. Bulgarelli, F. Rebuzzi, R. Camara, V. Dimitropoulou, E. Petracci, J. Ewald, D. Prascevic, P. Ulivi, M. Canale and 3 other author(s). ESMO Open, (2024)Abstract Book of the Molecular Analysis for Precision Oncology Congress (MAP) 2024 London, UK, 16-18 October 2024.
27 days ago by @scadsfct
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12024 ESA-ECMWF workshop report: current status, progress and opportunities in machine learning for Earth system observation and prediction
P. Ebel, R. Schneider, M. Bonavita, M. Clare, A. Jungbluth, M. Pourshamsi, M. Chantry, M. Alexe, A. Sebastianelli, and M. Chrust. npj Climate and Atmospheric Science, 7 (1): 241 (Oct 9, 2024)
27 days ago by @scadsfct
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1A Benchmark for Virus Infection Reporter Virtual Staining in Fluorescence and Brightfield Microscopy
M. Wyrzykowska, G. Maggiora, N. Deshpande, A. Mokarian, and A. Yakimovich. (September 2024)
27 days ago by @scadsfct
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1A deep learning dataset for sample preparation artefacts detection in multispectral high-content microscopy
V. Sharma, and A. Yakimovich. Scientific Data, 11 (1): 232 (Feb 23, 2024)
27 days ago by @scadsfct
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1Analyzing impact cascades: an integrative approach for assessing the interconnected effects of extreme events across sectors and systems
M. Madruga de Brito, J. Sodoge, Z. Reckhaus, M. Mahecha, and C. Kuhlicke. EGU General Assembly Conference Abstracts, page 1496. (April 2024)
27 days ago by @scadsfct
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1A note on girth-diameter cages
G. Araujo-Pardo, M. Conder, N. García-Colín, G. Kiss, and D. Leemans. (2024)
27 days ago by @scadsfct
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1Asymptotic Uncertainty in the Estimation of Frequency Domain Causal Effects for Linear Processes
N. Reiter, J. Wahl, G. Hegerl, and J. Runge. (2024)
27 days ago by @scadsfct
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1AutoRDF2GML: Facilitating RDF Integration in Graph Machine Learning
M. Faerber, D. Lamprecht, and Y. Susanti. The Semantic Web -- ISWC 2024, page 115--133. Cham, Springer Nature Switzerland, (2025)
27 days ago by @scadsfct
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1Beyond Boundaries: A Human-like Approach for Question Answering over Structured and Unstructured Information Sources
J. Lehmann, D. Bhandiwad, P. Gattogi, and S. Vahdati. Transactions of the Association for Computational Linguistics, (2024)
27 days ago by @scadsfct
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