Hierarchical Bayesian Modeling for Uncertainty Quantification in Simplified Tunnel Deformation Models
Proc. of the 9th International Symposium on Geotechnical Safety and Risk (ISGSR)
Research Publishing, Singapore
2025
Efficient Bayesian inversion for simultaneous estimation of geometry and spatial field using the Karhunen-Loève expansion
Computer Methods in Applied Mechanics and Engineering
2025
441
June
117960
Stein Variational Rare Event Simulation
International Journal for Uncertainty Quantification
2025
January
Multivariate Gaussian Process Regression for 3D site characterization from CPT and categorical borehole data
Engineering Geology
2025
352
June
108052
FORM-based global reliability sensitivity analysis of systems with multiple failure modes
Reliability Engineering & System Safety
2025
260
August
110974
Branch-and-bound algorithm for efficient reliability analysis of general coherent systems
Structural Safety
2025
102653
Interpretation of probability in structural safety – A philosophical conundrum
Structural Safety
2025
113
March
102473
Adaptive Monte Carlo Methods for Estimating Rare Events in Power Grids
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering
2025
11
1
March
04024082
Moving toward resilience and sustainability in the built environment
Structural Safety
2025
113
March
102449
Models and methods for probabilistic safety assessment of steel structures subject to fatigue
Structural Safety
2025
113
March
102446