| 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 | 26 | 2023 |
| 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 | 15 | 2020 |
| 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 | 11 | 2021 |
| 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 | 6 | 2021 |
| 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 | 4 | 2020 |
| 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 | 3 | 2022 |
| 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 | 3 | 2019 |
| Bayesian Data Analysis of Imperfect Information for Decision-Theoretic Applications to Structural Integrity Management D Di Francesco University of Surrey, 2021 | 2 | 2021 |
| 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 | 1 | 2023 |
| 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 | 1 | 2023 |
| Rationalising data collection for supporting decision making in building energy systems using value of information analysis M Langtry, C Zhuang, R Ward, N Makasis, MJ Kreitmair, Z Xuereb Conti, ... Journal of Building Performance Simulation, 1-17, 2024 | | 2024 |
| Rationalising data collection for building energy systems using Value of Information Analysis M Langtry, C Zhuang, R Ward, N Makasis, MJ Kreitmair, Z Xuereb Conti, ... arXiv e-prints, arXiv: 2409.00049, 2024 | | 2024 |
