Статьи, принятые к публикации

Copula Transformations for Data-Consistent Inversion Troy Butler, Tianyi Jiang, João Silva, Harri Hakula, Timothy Wildey

Troy Butler
University of Colorado Denver

Tianyi Jiang
Colorado State University

João Silva
University of Colorado Denver

Harri Hakula
Aalto University

Timothy Wildey
Optimization and Uncertainty Quantification Department, Center for Computing Research,Sandia National Laboratories, Albuquerque, NM 87185

DOI: 10.1615/Int.J.UncertaintyQuantification.2026067190

LEARNING THE HYBRID SWITCHING DIFFUSION MODEL USING AN EXPECTATION-MAXIMIZATION ALGORITHM Zheming Gou, Zhengtao Yao, Sergey Lototsky, Venkat Aitharaju, Roger Ghanem

Zheming Gou
University of Southern California

Zhengtao Yao
GM R&D Technical Center, General Motors Company

Sergey Lototsky
University of Southern California

Venkat Aitharaju
GM R&D Technical Center, General Motors Company

Roger Ghanem
University of Southern California

DOI: 10.1615/Int.J.UncertaintyQuantification.2026064102

A surrogate-Bayesian algorithm for scatterer shape identification from phaseless data Erik Garcia Neefjes, Stuart Hawkins, Mahadevan Ganesh

Erik Garcia Neefjes
Macquarie University

Stuart Hawkins
Macquarie University

Mahadevan Ganesh
Department of Applied Mathematics and Statistics, Colorado School of Mines, Golden,Colorado 80401, USA

DOI: 10.1615/Int.J.UncertaintyQuantification.2026063852

Scalable extensions to given-data Sobol' index estimators Teresa Portone, Bert Debusschere, Samantha Yang, Emiliano Islas-Quinones, T. Patrick Xiao

Teresa Portone
Sandia National Laboratories

Bert Debusschere
Sandia National Laboratories

Samantha Yang
Sandia National Laboratories

Emiliano Islas-Quinones
Sandia National Laboratories

T. Patrick Xiao
Sandia National Laboratories

DOI: 10.1615/Int.J.UncertaintyQuantification.2026061560

A comparison of Markov Chain Monte Carlo algorithms for Bayesian inference of constitutive models Aricia Rinkens, Rodrigo Lima de Souza e Silva, Erik Quaeghebeur, Nick Jaensson, Clemens Verhoosel

Aricia Rinkens
Eindhoven University of Technology

Rodrigo Lima de Souza e Silva
Eindhoven University of Technology

Erik Quaeghebeur
Eindhoven University of Technology

Nick Jaensson
Eindhoven University of Technology

Clemens Verhoosel
Eindhoven University of Technology

DOI: 10.1615/Int.J.UncertaintyQuantification.2026060967

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