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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 -
Simulation-based inference for rapid Bayesian parameter estimation in epidemiological models: a comparison with MCMC2026 arXiv (Cornell University) preprint Mathematics Markov Chains and Monte Carlo Methods Open access
Alina Bazarova, Johann F. Jadebeck, Henrik Zunker, Carolina J. Klett-Tammen, Torben Heinsohn, Wolfgang Wiechert, +2 more
0citations -
A Bayesian Framework for Verifying Methane Inventories and Trends With Atmospheric Methane Data2023 conference-abstract Environmental Science Atmospheric and Environmental Gas Dynamics Open access
John R. Worden, Sudhanshu Pandey, Yuzhong Zhang, Daniel Cusworth, Zhen Qu, A. Anthony Bloom, +6 more
2citations -
Surrogate-assisted Bayesian inference with ERT data for contaminant transport modelling in the subsurface2025 conference-abstract Earth and Planetary Sciences Geophysical and Geoelectrical Methods Open access
Maria Fernanda Morales Oreamuno, Nino Menzel, Sergey Oladyshkin, F M Wagner, Wolfgang Nowak
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Bayesian galactic cartography via Gaussian processes: dark matter and interstellar gas : towards a new era of data-driven high-dimensional modelling in astrophysics0citations
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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