Parameter Uncertainty Propagation

Parameter Uncertainty Propagation is a methodological framework within the domain of parameter estimation under uncertainty that characterizes how uncertainties in model parameters are transmitted through mathematical models to affect the uncertainty in model predictions.

279

Publications

14.4K

Citations

822

Authors

380

Institutions

Publications per year

2017–2026

Parents

Parameter Estimation Under Uncertainty

Publications

279

Modified Jack-knife estimation of parameter uncertainty in bilinear modelling by partial least squares regression (PLSR)

Harald Martens, Magni Martens · Food Quality and Preference · 2000 · 717 citations

Computing, Industrial Engineering, Statistical Modeling +15

Propagation of Uncertainty in Risk Assessments: The Need to Distinguish Between Uncertainty Due to Lack of Knowledge and Uncertainty Due to Variability

F.O. Hoffman, J.S. Hammonds · Risk Analysis · 1994 · 699 citations

Computing, Risk Management, Risk Assessment +16

Challenge problems: uncertainty in system response given uncertain parameters

William L. Oberkampf, J.C. Helton, Cliff Joslyn et al. · Reliability Engineering & System Safety · 2004 · 566 citations

Computing, Systems Engineering, Dynamical Systems +15

PIV uncertainty propagation

Andrea Sciacchitano, Bernhard Wieneke · Measurement Science and Technology · 2016 · 500 citations · Full text

Engineering, Aerospace Engineering, Fluid Dynamics +16

Uncertainty Analysis of Transport-Transformation Models

Sastry Isukapalli · Open MIND · 1999 · 334 citations

Computing, Systems Engineering, Stochastic Modeling +11

1–5 of 279

Authors

822

MB
Michael Beer
University of Liverpool, United Kingdom
4 publications · 171 citations
4
h-index
XH
Xu Han
Hunan University, China
3 publications · 104 citations
3
h-index
SM
Sankaran Mahadevan
Vanderbilt University, United States
3 publications · 151 citations
3
h-index
LR
Luis Ricardez‐Sandoval
University of Waterloo, Canada
2 publications · 46 citations
3
h-index
GI
Gianluca Iaccarino
Stanford University, United States
3 publications · 45 citations
3
h-index

1–5 of 822

Institutions

380

1–8 of 380

Venues

Computer Methods in Applied Mechanics and Engineering
7 publications · 272 citations
7
h-index
Reliability Engineering & System Safety
7 publications · 1.2K citations
7
h-index
Mechanical Systems and Signal Processing
MSSP · 6 publications · 242 citations
6
h-index
Journal of Sound and Vibration
JSV · 6 publications · 364 citations
6
h-index
Water Resources Research
5 publications · 245 citations
5
h-index

1–5