2 papers
astro-ph.EP2025
Surrogate-Accelerated Bayesian Inversion for Exoplanet Interior Characterization
Tijn De Wringer, Caroline Dorn, Emily O. Garvin +1
Characterizing the interior structure of exoplanets is an inverse problem often solved using Bayesian inference, but this approach is hampered by the high computational cost of pla…
physics.geo-ph2025
Bayesian full waveform inversion with sequential surrogate model refinement
Giovanni Angelo Meles, Stefano Marelli, Niklas Linde
Bayesian formulations of inverse problems are attractive for their ability to incorporate prior knowledge and update probabilistic models as new data become available. Markov chain…