research
∙
03/09/2023
Modeling metallic fatigue data using the Birnbaum–Saunders distribution
This work employs the Birnbaum–Saunders distribution to model the fatigu...
share
research
∙
02/25/2023
Data-driven uncertainty quantification for constrained stochastic differential equations and application to solar photovoltaic power forecast data
In this work, we extend the data-driven Itô stochastic differential equa...
research
∙
11/13/2021
Computing f-Divergences and Distances of High-Dimensional Probability Density Functions – Low-Rank Tensor Approximations
Very often, in the course of uncertainty quantification tasks or data an...
research
∙
06/29/2020
A Derivative Tracking Model for Wind Power Forecast Error
Reliable wind power generation forecasting is crucial for applications s...
research
∙
05/09/2018
Spatial Poisson Processes for Fatigue Crack Initiation
In this work we propose a stochastic model for estimating the occurrence...
research
∙
11/26/2017