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A comparison of Bayesian sampling algorithms for high-dimensional particle physics and cosmology applications2025 Computer Physics Communications article Mathematics Markov Chains and Monte Carlo Methods Open access
Joshua G. Albert, Csaba Balázs, Andrew Fowlie, Will J. Handley, N. T. Hunt-Smith, Roberto Ruiz de Austri, +1 more
11citations -
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 -
Almanac: MCMC-based signal extraction of power spectra and maps on the sphere2023 The Open Journal of Astrophysics article Physics and Astronomy Cosmology and Gravitation Theories Open access
Elena Sellentin, Arthur Loureiro, L Whiteway, J. S. Lafaurie, S. T. Balan, Malak Olamaie, +2 more
8citations -
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 -
Probabilistic geophysical inversion of complex resistivity measurements using the Hamiltonian Monte Carlo method2024 Geophysical Journal International article Earth and Planetary Sciences Geophysical and Geoelectrical Methods Open access
Joost Hase, Florian Wagner, Maximilian Weigand, Andreas Kemna
5citations -
Probabilistic inversion of geoelectric and induced polarization measurements on reduced model spaces using Hamiltonian Monte Carlo2024 conference-abstract Earth and Planetary Sciences Geophysical and Geoelectrical Methods Open access
Joost Hase, Florian Wagner, Maximilian Weigand, Andreas Kemna
0citations -
Almanac: Weak Lensing power spectra and map inference on the masked sphere2023 The Open Journal of Astrophysics article Physics and Astronomy Cosmology and Gravitation Theories Open access
Arthur Loureiro, L Whiteway, Elena Sellentin, Javier Silva Lafaurie, Andrew H. Jaffe, Alan Heavens
13citations -
Exact Inference for Continuous-Time Gaussian Process Dynamics2024 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Gaussian Processes and Bayesian Inference Open access
Katharina Ensinger, Nicholas Tagliapietra, Sebastian Ziesche, Sebastian Trimpe
2citations