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Machine learning-based conditional mean filter: A generalization of the ensemble Kalman filter for nonlinear data assimilation2022 Foundations of Data Science article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access
Truong‐Vinh Hoang, Sebastian Krumscheid, Hermann Georg Matthies, Raul F. Tempone
4citations -
Artificial neural networks for galaxy clustering: Learning from the two-point correlation function of BOSS galaxies2023 Astronomy and Computing article Physics and Astronomy Cosmology and Gravitation Theories Open access
Niccolò Veronesi, F. Marulli, Alfonso Veropalumbo, Lauro Moscardini
3citations -
Dusty Stellar Source Classification by Implementing Machine Learning Methods Based on Spectroscopic Observations in the Magellanic Clouds2025 The Astrophysical Journal article Physics and Astronomy Stellar, planetary, and galactic studies Open access
Sepideh Ghaziasgar, Mahdi Abdollahi, Atefeh Javadi, Jacco Th. van Loon, Iain McDonald, Joana M. Oliveira, +4 more
5citations -
De Novo Design of High-Performance Sec-type Signal Peptide via a Hybrid Deep Learning Architecture2025 JACS Au article Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access
Xiaopeng Dai, Yingjun Zhou, Zhimin Li, Yu Ji, Ulrich Schwaneberg, Zonglin Li
10citations -
Identifying Physical Structures in Our Galaxy with Gaussian Mixture Models: An Unsupervised Machine Learning Technique2023 The Astrophysical Journal article Physics and Astronomy Astrophysics and Star Formation Studies Open access
M. Tiwari, Rens Kievit, S. Kabanovic, Lars Bonne, Fabrizio Falasca, C. Guevara, +11 more
3citations -
Datasets from "MaskTerial: A Foundation Model for Automated 2D Material Flake Detection"2024 JuSER (Forschungszentrum Jülich) article Engineering Industrial Vision Systems and Defect Detection Open access
Jan-Lucas Uslu, Alexander Hermans, Bernd Beschoten, Bastian Leibe, Lutz Waldecker, Christoph Stampfer
0citations -
Residual risk prediction in anticoagulated patients with atrial fibrillation using machine learning: A report from the GLORIA‐AF registry phase II/III2024 European Journal of Clinical Investigation article Medicine Atrial Fibrillation Management and Outcomes Open access
Yang Liu, Yang Chen, Iván Olier, Sandra Ortega‐Martorell, Bi Huang, Hironori Ishiguchi, +4 more
24citations -
Multi-step ahead predictive model for blood glucose concentrations of type-1 diabetic patients2021 Scientific Reports article Medicine Diabetes Management and Research Open access cited by 1 patent
Syed Mohammed Arshad Zaidi, Varun Chandola, Muhanned Ibrahim, Bianca Romanski, Lucy D. Mastrandrea, Tarunraj Singh
19citations -
Activated PI3Kδ syndrome, an immunodeficiency disorder, leads to sensorimotor deficits recapitulated in a murine model2021 Brain Behavior & Immunity - Health article Immunology and Microbiology Immunodeficiency and Autoimmune Disorders Open access
Ines Serra, Olivia R. Manusama, Fabian M. P. Kaiser, Izi Izumi Floriano, Lucas F Wahl, Christian van der Zalm, +8 more
14citations -
The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider2022 SciPost Physics article Physics and Astronomy Particle physics theoretical and experimental studies Open access
T. K. Aarrestad, Melissa Corona van Beekveld, M. Bóna, Antonio Boveia, S. Caron, Joe Davies, +33 more
115citations -
Towards an Integrative Model of Math Cognition: Interactions between Working Memory and Emotions in Explaining Children’s Math Performance2023 Journal of Intelligence article Mathematics Cognitive and developmental aspects of mathematical skills Open access
Sanne H.G. van der Ven, Emilie J. Prast, Eva van de Weijer‐Bergsma
6citations