Probabilistic model updating of civil structures with a decentralized variational inference approach

P Ni, Q Han, X Du, J Fu, K Xu - Mechanical Systems and Signal Processing, 2024 - Elsevier
The quantification of uncertainties in civil structures poses a significant challenge due to the
need to update a large number of unknown parameters, which can significantly increase the …

[HTML][HTML] Adopting a new sine-induced statistical model and deep learning methods for the empirical exploration of the music and reliability data

Y Yu, Y Jia, MA Alshahrani, OA Alamri, H Daud… - Alexandria Engineering …, 2024 - Elsevier
The presence of probability-driven models is highly influential in setting the stage for vital
decision-making in domains including reliability, engineering, music engineering, and other …

[HTML][HTML] A new statistical framework: Exploring its identifiability characteristics and applications within music therapy and engineering

D Wang, J Wang - Alexandria Engineering Journal, 2025 - Elsevier
The analysis of real-world phenomena is fundamentally dependent on probability
distributions; however, there is a significant lack of effective distributions to perform …