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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 -
The 2019 methane budget and uncertainties at 1° resolution and each country through Bayesian integration Of GOSAT total column methane data and a priori inventory estimates2022 Atmospheric chemistry and physics article Environmental Science Atmospheric and Environmental Gas Dynamics Open access
John R. Worden, Daniel Cusworth, Zhen Qu, Yi Yin, Yuzhong Zhang, A. Anthony Bloom, +7 more
90citations -
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 -
Local-scale inversion of agricultural ammonia emissions: a case study on Schiermonnikoog, the Netherlands2025 Atmospheric chemistry and physics article Earth and Planetary Sciences Atmospheric chemistry and aerosols Open access
Simeng Li, Enrico Dammers, Arjo J. Segers, Jan Willem Erisman
0citations -
The CHROMA cloud-top pressure retrieval algorithm for the Plankton, Aerosol, Cloud, ocean Ecosystem (PACE) satellite mission2023 Atmospheric measurement techniques article Environmental Science Atmospheric aerosols and clouds Open access
A. M. Sayer, Luca Lelli, Brian Cairns, Bastiaan van Diedenhoven, Amir I. Ibrahim, Kirk David Knobelspiesse, +2 more
12citations -
Efficient Generation of Torsional Energy Profiles by Multifidelity Gaussian Processes for Hindered Rotor Corrections2024 Journal of Chemical Theory and Computation article Physics and Astronomy Advanced Chemical Physics Studies
Maximilian Fleck, Wassja A. Kopp, Narasimhan Viswanathan, Niels Hansen, Joachim Groß, Kai O. Leonhard
5citations -
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