Towards fast machine-learning-assisted Bayesian posterior inference of realistic microseismic events. - Davide Piras; Alessio Spurio Mancini; Benjamin Joachimi; Michael P. Hobson (CoRR, 2021)

Fast and realistic large-scale structure from machine-learning-augmented random field simulations. - Davide Piras; Benjamin Joachimi; Francisco Villaescusa-Navarro (CoRR, 2022)

Simulation-based inference with scattering representations: scattering is all you need. - Kiyam Lin; Benjamin Joachimi; Jason D. McEwen (CoRR, 2024)

Full-waveform earthquake source inversion using simulation-based inference. - A. A. Saoulis; Davide Piras; Alessio Spurio Mancini; Benjamin Joachimi; A. M. G. Ferreira (CoRR, 2024)

Transfer learning for multifidelity simulation-based inference in cosmology. - A. A. Saoulis; Davide Piras; Niall Jeffrey; Alessio Spurio Mancini; A. M. G. Ferreira; Benjamin Joachimi (CoRR, 2025)