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A virtual calibration chamber for cone penetration test based on deep-learning approaches2024 Journal of Rock Mechanics and Geotechnical Engineering article Engineering Geotechnical Engineering and Soil Mechanics Open access
Mingpeng Liu, Enci Sun, Ningning Zhang, Fengwen Lai, Raúl Fuentes
12citations -
Scalable Method for Bayesian Experimental Design without Integrating over Posterior Distribution2025 SIAM/ASA Journal on Uncertainty Quantification article Decision Sciences Optimal Experimental Design Methods Open access
Truong‐Vinh Hoang, Luis Espath, Sebastian Krumscheid, Raul F. Tempone
0citations -
Bayesian network structure for predicting local tumor recurrence in rectal cancer patients treated with neoadjuvant chemoradiation followed by surgery2022 Physics and Imaging in Radiation Oncology article Medicine Colorectal Cancer Surgical Treatments Open access
Biche Osong, Carlotta Masciocchi, Andrea Damiani, Iñigo Bermejo, Elisa Meldolesi, Giuditta Chiloiro, +15 more
14citations -
Inferring Parameters in a Complex Land Surface Model by Combining Data Assimilation and Machine Learning2025 Journal of Advances in Modeling Earth Systems article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access
Lasse Torben Keetz, Kristoffer Aalstad, Rosie A. Fisher, Christian Poppe Terán, Bibi S. Naz, Norbert Pirk, +2 more
7citations -
High-throughput screening of catalytically active inclusion bodies using laboratory automation and Bayesian optimization2024 Microbial Cell Factories article Biochemistry, Genetics and Molecular Biology Protein purification and stability Open access
Laura M. Helleckes, Kira Küsters, Rebecca Hamel, Ronja Saborowski, Jan Marienhagen, Wolfgang Wiechert, +1 more
16citations -
Combining Bayesian and Evidential Uncertainty Quantification for Improved Bioactivity Modeling2025 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access
Kajetan Schweighofer, Natalia Dyubankova, Gerard J. P. van Westen, Herman van Vlijmen
8citations -
Avoiding Replicates in Biocatalysis Experiments: Machine Learning for Enzyme Cascade Optimization2024 ChemCatChem article Biochemistry, Genetics and Molecular Biology Enzyme Catalysis and Immobilization Open access
Regine Siedentop, Maximilian Siska, Johanna Hermes, Stephan Lütz, Eric von Lieres, Katrin Rosenthal
9citations -
Learning rules of engagement for social exchange within and between groups2023 Proceedings of the National Academy of Sciences article Social Sciences Experimental Behavioral Economics Studies Open access
Michael Rojek-Giffin, Maël Lebreton, Jean Daunizeau A, Andrea Fariña, Jörg Gross, Carsten K. W. De Dreu
8citations -
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