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2deadtrees. earth-An Open-Access and Interactive Database for Centimeter-Scale Aerial Imagery to Uncover Global Tree Mortality Dynamics
C. Mosig, J. Vajna-Jehle, M. Mahecha, Y. Cheng, H. Hartmann, D. Montero, S. Junttila, S. Horion, M. Schwenke, S. Adu-Bredu and 116 other author(s). bioRxiv, (2024)
8 months ago by @scadsfct
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2DeepExtremeCubes: Integrating Earth system spatio-temporal data for impact assessment of climate extremes
C. Ji, T. Fincke, V. Benson, G. Camps-Valls, M. Fernandez-Torres, F. Gans, G. Kraemer, F. Martinuzzi, D. Montero, K. Mora and 5 other author(s). (2024)
8 months ago by @scadsfct
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DeepExtremeCubes
climate
data
earth
extremes
yaff
DeepExtremeCubesclimatedataearthextremesyaff
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2Evaluating Forest Resilience in Europe with Deep Learning Persistence Analysis
T. Williams, F. Martinuzzi, G. Camps-Valls, and M. Mahecha. (2024)
8 months ago by @scadsfct
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2Estimating Gross Primary Production via Recurrent Neural Networks: A comparative analysis
D. Montero, M. Mahecha, F. Martinuzzi, C. Aybar, A. Klosterhalfen, A. Knohl, F. Koebsch, J. Anaya, and S. Wieneke. (2024)
8 months ago by @scadsfct
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2A standardized catalogue of spectral indices to advance the use of remote sensing in Earth system research
D. Montero, C. Aybar, M. Mahecha, F. Martinuzzi, M. Söchting, and S. Wieneke. Scientific Data, 10 (1): 1-20 (2023)
8 months ago by @scadsfct
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2Impact Predictability: Exploring Extremes in Biosphere Dynamics with Recurrent Neural Networks
F. Martinuzzi, M. Mahecha, G. Camps-Valls, D. Montero, T. Williams, and K. Mora. (2024)
8 months ago by @scadsfct
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2AI for Extreme Event Modeling and Understanding: Methodologies and Challenges
G. Camps-Valls, M. Fernández-Torres, K. Cohrs, A. Höhl, A. Castelletti, A. Pacal, C. Robin, F. Martinuzzi, I. Papoutsis, I. Prapas and 15 other author(s). (2024)
8 months ago by @scadsfct
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event
extreme
modeling
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2Composable and reusable neural surrogates to predict system response of causal model components
R. Anantharaman, A. Abdelrehim, F. Martinuzzi, S. Yalburgi, E. Saba, K. Fischer, G. Hertz, P. de Vos, C. Laughman, Y. Ma and 3 other author(s). (2021)
8 months ago by @scadsfct
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2Recurrent Neural Networks for Modelling Gross Primary Production
D. Montero, M. Mahecha, F. Martinuzzi, C. Aybar, A. Klosterhalfen, A. Knohl, F. Koebsch, J. Anaya, and S. Wieneke. (2024)
8 months ago by @scadsfct
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2Arctic climate response to European radiative forcing: a deep learning study on circulation pattern changes
S. Mehrdad, D. Handorf, I. Höschel, K. Karami, J. Quaas, S. Dipu, and C. Jacobi. Weather and Climate Dynamics, 5 (4): 1223-1268 (2024)
8 months ago by @scadsfct
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topic_earthenvironment
yaff
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2Earth System Data Cubes: Avenues for advancing Earth system research
D. Montero, G. Kraemer, A. Anghelea, C. Aybar, G. Brandt, G. Camps-Valls, F. Cremer, I. Flik, F. Gans, S. Habershon and 1 other author(s). Environmental Data Science, (2024)
8 months ago by @scadsfct
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2Visible neural networks for multi-omics integration: a critical review
D. Selby, R. Jakhmola, M. Sprang, G. Grossmann, H. Raki, N. Maani, D. Pavliuk, J. Ewald, and S. Vollmer. bioRxiv, (2024)
8 months ago by @scadsfct
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topic_lifescience
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2Zero-Shot, Big-Shot, Active-Shot - How to estimate cell confluence, lazily
M. Joas, D. Freund, R. Haase, E. Rahm, and J. Ewald. bioRxiv, (2025)
8 months ago by @scadsfct
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2KEENsight: Cloud based Collaborative Environment for Streamlining Machine Learning Development
L. Sherpa, S. Attar Khorasani, R. Sankar, R. Müller-Pfefferkorn, and S. Ghiasvand. The Fifteenth International Conference on Information, Intelligence, Systems and Applications, Crete, Greece, (June 2024)
8 months ago by @scadsfct
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2Assessing Anonymized System Logs Usefulness for Behavioral Analysis in RNN Models
T. Vargis, and S. Ghiasvand. Proceedings of the International Workshop on Data-driven Resilience Research, 3376, Leipzig, Germany, arXiv, (December 2022)arXiv:2212.01101 cs.
8 months ago by @scadsfct
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2Content-Aware Depth-Adaptive Image Restoration
T. Vargis, and S. Ghiasvand. Proceedings of the 29th International Conference on Automation and Computing, Sunderland, UK, (January 2024)arXiv:2401.05049 cs.
8 months ago by @scadsfct
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2Anatomy of the fetal membranes: Insights from spinning disk confocal microscopy
H. Eichholz, A. Cornelis, B. Wolf, H. Grubitzsch, P. Friedrich, A. Makky, B. Aktas, J. Käs, and H. Stepan. Archives of Gynecology and Obstetrics, 309 (5): 1919-1923 (2024)
8 months ago by @scadsfct
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2Unveiling water allocation dynamics: a text analysis of 25 years of stakeholder meetings
T. Carvalho, F. de Assis de Souza Filho, and M. de Brito. Environmental Research Letters, 19 (4): 044066 (2024)
8 months ago by @scadsfct
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3A global database of natural hazards impacts reported in the scientific literature
T. Carvalho, J. Zscheischler, C. Kuhlicke, and M. de Brito. EGU General Assembly Conference Abstracts, (2024)
8 months ago by @scadsfct
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2Emulation of Forward Modeled Top-of-Atmosphere MODIS-Based Spectral Channels Using Machine Learning
J. Gonzalez, S. Dipu, O. Sourdeval, A. Siméon, G. Camps-Valls, and J. Quaas. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, (2025)
8 months ago by @scadsfct
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topic_earthenvironment
yaff
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2Validating Deep Learning Weather Forecast Models on Recent High-Impact Extreme Events
O. Pasche, J. Wider, Z. Zhang, J. Zscheischler, and S. Engelke. Artificial Intelligence for the Earth Systems, 4 (1): e240033 (2025)
8 months ago by @scadsfct
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2Arctic Climate Response to European Radiative Forcing: A Deep Learning Approach
S. Mehrdad, D. Handorf, I. Höschel, K. Karami, J. Quaas, S. Dipu, and C. Jacobi. EGUsphere, (2024)
8 months ago by @scadsfct
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yaff
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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)
8 months ago by @scadsfct
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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)
8 months 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)
8 months ago by @scadsfct
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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)
8 months ago by @scadsfct
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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)
8 months ago by @scadsfct
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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)
8 months 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)
8 months ago by @scadsfct
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ML_Spatial_Understanding
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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)
8 months ago by @scadsfct
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ML_Spatial_Understanding
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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)
8 months ago by @scadsfct
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AutoML
large_language_models
neural_architecture_search
yaff
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AutoMLlarge_language_modelsneural_architecture_searchyaffxack
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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)
8 months ago by @scadsfct
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melanoma
myown
single-cell
topic_lifescience
transcriptomics
yaff
melanomamyownsingle-celltopic_lifesciencetranscriptomicsyaff
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2Self-reinforcing mechanisms driving the evolution of the chemical space
J. Jost, and G. Restrepo. Perspect. Sci., (July 2023)
9 months ago by @cosp536g
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2Self-supervised learning in histopathology: New perspectives for prostate cancer grading
M. Bauer, and C. Augenstein. Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, (2024)
9 months ago by @cosp536g
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2Studying time conceptualisation via speech, prosody, and hand gesture: interweaving manual and computational methods of analysis
P. Uhrig, E. Payne, I. Pavlova, I. Burenko, N. Dykes, M. Baltazani, E. Burrows, S. Hale, P. Torr, and A. Wilson. Gesture and Speech in Interaction Conference (GeSpIn 2023), (2023)
9 months ago by @cosp536g
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2Surfaces in The Tesseract
M. Estévez, E. Roldan, and H. Segerman. (2023)
9 months ago by @cosp536g
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2Towards more credible models in catchment hydrology to enhance hydrological process understanding: Preface
J. Refsgaard, J. Mai, M. Hrachowitz, S. Jain, and S. Stisen. (September 2023)
9 months ago by @cosp536g
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1Tverberg Partition Graphs
D. Oliveros, {. Roldán, P. Soberón, and A. Torres. (2023)
9 months ago by @cosp536g
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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)
9 months 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)
9 months 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)
9 months ago by @scadsfct
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1No Dimensional Sampling Coresets for Classification
M. Alishahi, and J. Phillips. (2024)
9 months 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)
9 months ago by @scadsfct
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1LIPIcs, Volume 299, FSCD 2024, Complete Volume
J. Rehof. Schloss Dagstuhl – Leibniz-Zentrum für Informatik, (2024)
9 months 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.
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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, und C. Kuhlicke. EGU General Assembly Conference Abstracts, Seite 1496. (April 2024)
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1A note on girth-diameter cages
G. Araujo-Pardo, M. Conder, N. García-Colín, G. Kiss, und D. Leemans. (2024)
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1Asymptotic Uncertainty in the Estimation of Frequency Domain Causal Effects for Linear Processes
N. Reiter, J. Wahl, G. Hegerl, und J. Runge. (2024)
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1AutoRDF2GML: Facilitating RDF Integration in Graph Machine Learning
M. Faerber, D. Lamprecht, und Y. Susanti. The Semantic Web -- ISWC 2024, Seite 115--133. Cham, Springer Nature Switzerland, (2025)
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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, und S. Vahdati. Transactions of the Association for Computational Linguistics, (2024)
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