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A Spatiotemporal Deep Learning Approach for Urban Pluvial Flood Forecasting with Multi-Source Data2023 Water article Environmental Science Hydrological Forecasting Using AI Open access cited by 1 patent
Benjamin Burrichter, Julian Hofmann, Juliana Koltermann da Silva, André Niemann, Markus Quirmbach
45citations -
Development of a machine‐learning model to identify the impacts of pesticides characteristics on soil microbial communities from high‐throughput sequencing data2022 Environmental Microbiology article Environmental Science Pesticide and Herbicide Environmental Studies Open access
Mingjing Ke, Nuohan Xu, Zhenyan Zhang, Danyan Qiu, Jian Kang, Tao Lu, +5 more
25citations -
immuneML: an ecosystem for machine learning analysis of adaptive immune receptor repertoires2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology vaccines and immunoinformatics approaches Open access
Milena Pavlović, Lonneke Scheffer, Keshav Motwani, Chakravarthi Kanduri, Radmila Kompova, Nikolay Vazov, +37 more
17citations -
NS-Forest: A machine learning method for the objective identification of minimum marker gene combinations for cell type determination from single cell RNA sequencing2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Brian D. Aevermann, Yun Zhang, Mark A. Novotny, Trygve E. Bakken, Jeremy A. Miller, Rebecca D. Hodge, +3 more
12citations -
Accurately Solving Rod Dynamics with Graph Learning2021 King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology) conference-paper Computer Science Computer Graphics and Visualization Techniques
Tassilo Kugelstadt, Torsten Hädrich, Wojtek Pałubicki, Jan Bender, Sören Pirk, Dominik Ludewig Michels
6citations -
Integrative Learning of Disentangled Representations from Single-Cell RNA-Sequencing Datasets2026 Computational and Structural Biotechnology Journal article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Claudio Novella-Rausell, Dorien J.M. Peters, Ahmed Essam Mahfouz
1citations -
Integrative learning of disentangled representations from single-cell RNA-sequencing datasets2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Claudio Novella-Rausell, Dorien J.M. Peters, Ahmed Essam Mahfouz
0citations -
From Snapshots to Fluxes: Independent Wind Retrieval Algorithms for Next-Generation Multi-image Greenhouse Gas Satellites via Deep Learning2026 conference-abstract Environmental Science Atmospheric and Environmental Gas Dynamics Open access
Bastiaan van Diedenhoven, Piyushkumar N. Patel, Koen Reerink, Tobias Borsdorff, Jochen Landgraf
0citations -
Analysis of the BraTS 2023 Intracranial Meningioma Segmentation Challenge2025 The Journal of Machine Learning for Biomedical Imaging article Neuroscience Brain Tumor Detection and Classification Open access
Dominic LaBella, Ujjwal Baid, Omaditya Khanna, Shan McBurney-Lin, Pierre Nedelec, Nourel Hoda Tahon, +87 more
11citations