2 papers
stat.CO2025
Efficient Long-Term Structural Reliability Estimation with Non-Gaussian Stochastic Models: A Design of Experiments Approach
Sebastian Winter, Christian Agrell, Juan Camilo Guevara Gómez +1
Extreme response assessment is important in the design and operation of engineering structures, and is a crucial part of structural risk and reliability analyses. Structures should…
cs.LG2025
Gaussian Process Surrogate Models for Efficient Estimation of Structural Response Distributions and Order Statistics
Vegard Flovik, Sebastian Winter, Christian Agrell
Engineering disciplines often rely on extensive simulations to ensure that structures are designed to withstand harsh conditions while avoiding over-engineering for unlikely scenar…