Validation Diagnostics for SBI algorithms based on Normalizing Flows. - Julia Linhart; Alexandre Gramfort; Pedro L. C. Rodrigues (CoRR, 2022)

L-C2ST: Local Diagnostics for Posterior Approximations in Simulation-Based Inference. - Julia Linhart; Alexandre Gramfort; Pedro Rodrigues 002 (NeurIPS, 2023)

Diffusion posterior sampling for simulation-based inference in tall data settings. - Julia Linhart; Gabriel Victorino Cardoso; Alexandre Gramfort; Sylvain Le Corff; Pedro L. C. Rodrigues (CoRR, 2024)

Simulation-based inference with deep learning : application to neuroscience time series data. (Inférence à base de simulateurs par réseaux de neurones : application aux signaux de neurosciences). - Julia Linhart (2024)

sbi reloaded: a toolkit for simulation-based inference workflows. - Jan Boelts; Michael Deistler; Manuel Glöckler; Álvaro Tejero-Cantero; Jan-Matthis Lueckmann; Guy Moss 001; Peter Steinbach; Thomas Moreau 001; Fabio Muratore; Julia Linhart; Conor Durkan; Julius Vetter; et al. (J. Open Source Softw., 2025)