Consistent and coherent treatment of uncertainties and dependencies in fatigue crack growth calculations using multi-level Bayesian models. - Domenic Di Francesco; Marios K. Chryssanthopoulos; Michael Havbro Faber; Ujjwal Bharadwaj (Reliab. Eng. Syst. Saf., 2020)

Hierarchical Bayesian modeling for knowledge transfer across engineering fleets via multitask learning. - Lawrence A. Bull; Domenic Di Francesco; Maharshi Harshadbhai Dhada; Olof Steinert; Tony Lindgren; Ajith Kumar Parlikad; Andrew B. Duncan; Mark Girolami (Comput. Aided Civ. Infrastructure Eng., 2023)

Value of Information Analysis for rationalising information gathering in building energy analysis. - Max Langtry; Chaoqun Zhuang; Rebecca Ward; Nikolas Makasis; Monika J. Kreitmair; Zack Xuereb Conti; Domenic Di Francesco; Ruchi Choudhary (CoRR, 2023)

Rationalising data collection for building energy systems using Value of Information Analysis. - Max Langtry; Chaoqun Zhuang; Rebecca Ward; Nikolas Makasis; Monika J. Kreitmair; Zack Xuereb Conti; Domenic Di Francesco; Ruchi Choudhary (CoRR, 2024)