Modeling the percolation of annotation errors in a database of protein sequences. - Walter R. Gilks; Benjamin Audit; Daniela De Angelis; Sophia Tsoka; Christos A. Ouzounis (Bioinform., 2002)

MultiBUGS: A Parallel Implementation of the BUGS Modeling Framework for Faster Bayesian Inference. - Robert J. B. Goudie; Rebecca M. Turner; Daniela De Angelis; Andrew Thomas (J. Stat. Softw., 2020)

Variational inference for nonlinear ordinary differential equations. - Sanmitra Ghosh; Paul Birrell; Daniela De Angelis (AISTATS, 2021)

Differentiable Bayesian inference of SDE parameters using a pathwise series expansion of Brownian motion. - Sanmitra Ghosh; Paul J. Birrell; Daniela De Angelis (AISTATS, 2022)

An approximate diffusion process for environmental stochasticity in infectious disease transmission modelling. - Sanmitra Ghosh; Paul J. Birrell; Daniela De Angelis (PLoS Comput. Biol., 2023)

Sample-efficient neural likelihood-free Bayesian inference of implicit HMMs. - Sanmitra Ghosh; Paul Birrell; Daniela De Angelis (AISTATS, 2024)

The NOSTRA model: Coherent estimation of infection sources in the case of possible nosocomial transmission. - David J. Pascall; Christopher Jackson; Stephanie Evans; Theodore Gouliouris; Christopher J. R. Illingworth; Stefan G. Piatek; Julie V. Robotham; Oliver Stirrup; Ben Warne; Judith Breuer; Daniela De Angelis (PLoS Comput. Biol., 2025)