Cheng, Kai;Papaioannou, Iason;Lyu, MengZe;Straub, Daniel
State Space Kriging model for emulating nonlinear stochastic dynamical systems with parameter uncertainty
Mechanical Systems and Signal Processing
2026
243
January
113691

Ehre, Max;Papaioannou, Iason;Straub, Daniel
Estimating Rare Event Probabilities with Stein Variational Gradient Descent
International Journal for Uncertainty Quantification
2026
16
1
79--100

Byun, Ji-Eun;Ryu, Hyeuk;Straub, Daniel
Branch-and-bound algorithm for efficient reliability analysis of general coherent systems
Structural Safety
2026
118
January
102653

Rosero-Velásquez, Hugo;Harig, Sven;Gómez-Zapata, Juan Camilo;Straub, Daniel
Uncertainty Quantification for Earthquake and Tsunami Risk Analysis with Application to Valparaíso, Chile
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering
2026
12
1
March
04025091

Arcieri, Giacomo;Papakonstantinou, Konstantinos G.;Straub, Daniel;Chatzi, Eleni
Deep belief Markov models for POMDP inference
Neural Networks
2026
196
108386