33 citations · 63 across the 3 of their papers we have counts for
3 papers
Response probability distribution estimation of expensive computer simulators: A Bayesian active learning perspective using Gaussian process regression
Chao Dang, Marcos A. Valdebenito, Nataly A. Manque +2
Estimation of the response probability distributions of computer simulators in the presence of randomness is a crucial task in many fields. However, achieving this task with guaran…
First-passage probability estimation of high-dimensional nonlinear stochastic dynamic systems by a fractional moments-based mixture distribution approach
Chen Ding, Chao Dang, Marcos A. Valdebenito +3
First-passage probability estimation of high-dimensional nonlinear stochastic systems is a significant task to be solved in many science and engineering fields, but remains still a…
Risk-based Design of Regular Plane Frames Subject to Damage by Abnormal Events: a Conceptual Study
Andre T. Beck, Lucas da Rosa Ribeiro, Marcos Valdebenito +1
Constructed facilities should be robust with respect to the loss of load-bearing elements due to abnormal events. Yet, strengthening structures to withstand such damage has a signi…