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Domenic Di Francesco
Domenic Di Francesco
The Alan Turing Institute
Verified email at turing.ac.uk
Title
Cited by
Cited by
Year
Hierarchical Bayesian modeling for knowledge transfer across engineering fleets via multitask learning
LA Bull, D Di Francesco, M Dhada, O Steinert, T Lindgren, AK Parlikad, ...
Computer‐Aided Civil and Infrastructure Engineering 38 (7), 821-848, 2023
212023
Consistent and coherent treatment of uncertainties and dependencies in fatigue crack growth calculations using multi-level Bayesian models
D Di Francesco, M Chryssanthopoulos, MH Faber, U Bharadwaj
Reliability Engineering & System Safety 204, 107117, 2020
132020
Decision-theoretic inspection planning using imperfect and incomplete data
D Di Francesco, M Chryssanthopoulos, M Havbro Faber, U Bharadwaj
Data-Centric Engineering 2 (E18), 2021
92021
Evaluation of inspection features including exposure risk using a value of information analysis
D Di Francesco, M Chryssanthopoulos, M Havbro Faber, U Bharadwaj
Civil Engineering and Environmental Systems 38 (1), 36-58, 2021
52021
Bayesian multi-level modelling for improved prediction of corrosion growth rate
D Di Francesco, M Chryssanthopoulos, M Havbro Faber, U Bharadwaj
International Conference on Offshore Mechanics and Arctic Engineering 84331 …, 2020
42020
Aspects of Bayesian Fatigue Modelling: Application of Markov Chain Monte Carlo Sampling to Account for Variability and Dependency
D Di Francesco, MH Faber, M Chryssanthopoulos, U Bharadwaj
17th International Probabilistic Workshop (IPW 2019), 2019
32019
A probabilistic model for quantifying uncertainty in the failure assessment diagram
D Di Francesco, M Girolami, AB Duncan, M Chryssanthopoulos
Structural safety 99, 102262, 2022
22022
Bayesian Data Analysis of Imperfect Information for Decision-Theoretic Applications to Structural Integrity Management
D Di Francesco
University of Surrey, 2021
22021
Value of information analysis for rationalising information gathering in building energy analysis
M Langtry, C Zhuang, R Ward, N Makasis, MJ Kreitmair, ZX Conti, ...
arXiv preprint arXiv:2305.16117, 2023
12023
System Effects in Identifying Risk-Optimal Data Requirements for Digital Twins of Structures
D Di Francesco, M Langtry, AB Duncan, C Dent
arXiv preprint arXiv:2309.07695, 2023
2023
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