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Constraining stochastic 3-D structural geological models with topology information using approximate Bayesian computation in GemPy 2.12021 Geoscientific model development article Earth and Planetary Sciences Geological Modeling and Analysis Open access
Alexander Schaaf, Miguel de la Varga, Florian Wellmann, Clare Elizabeth Bond
26citations -
Combining Maximum-Likelihood with Deep Learning for Event Reconstruction in IceCube2021 International Cosmic Ray Conference conference-paper Physics and Astronomy Neutrino Physics Research Open access
Mirco Huennefeld, M. Ackermann, Jenni Adams, Juanan Aguilar, M. Ahlers, Maryon Ahrens, +93 more
18citations -
Fast and credible likelihood-free cosmology with truncated marginal neural ratio estimation2022 Journal of Cosmology and Astroparticle Physics article Mathematics Markov Chains and Monte Carlo Methods Open access
Alex Cole, B. Miller, Samuel J. Witte, Maxwell Xu Cai, Meiert W. Grootes, Francesco Nattino, +1 more
54citations -
Fast maximum likelihood positioning for a staggered layer scintillation PET detector2025 Physics in Medicine and Biology article Physics and Astronomy Radiation Detection and Scintillator Technologies Open access
Christoph W. Lerche, Debora Niekämper, Qi Liu, Elisabeth A. G. Pfaehler, Lutz Tellmann, J. J. Scheins, +1 more
3citations -
From exact gradients to exact standard errors: third-order sensitivity equations for the FOCE and FOCEI population likelihood2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Mathematics Statistical Methods and Bayesian Inference Open access
Hidde van de Beek, Massinissa Beldjenna, Matthew L. Fidler, Laura B. Zwep, J. G. Coen van Hasselt
0citations -
CosmoBit: a GAMBIT module for computing cosmological observables and likelihoods2021 Journal of Cosmology and Astroparticle Physics article Physics and Astronomy Cosmology and Gravitation Theories Open access
Janina J. Renk, Patrick Stöcker, Sanjay Bloor, Selim C. Hotinli, Csaba Balázs, Torsten Bringmann, +8 more
33citations -
Constraints on the Evolution of the Ionizing Background and Ionizing Photon Mean Free Path at the End of Reionization2024 The Astrophysical Journal article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Frederick B. Davies, Sarah E. I. Bosman, Prakash Gaikwad, Fahad Nasir, Joseph F. Hennawi, George D. Becker, +13 more
38citations -
Constraints on the Evolution of the Ionizing Background and Ionizing Photon Mean Free Path at the End of Reionization2023 arXiv (Cornell University) preprint Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Frederick B. Davies, Sarah E. I. Bosman, Prakash Gaikwad, Fahad Nasir, Joseph F. Hennawi, George D. Becker, +13 more
0citations -
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
0citations