A combination of neural network modeling, SHapley Additive exPlanations (SHAP) and
model simplification is proposed and applied to the system of a beam-ring structure in this …

This paper addresses the problem of active vibration suppression for a class of Euler-
Bernoulli beam system. The objective of this paper is to design a hybrid temporal-spatial …

A new parameter identification method under non‐white noise excitation using transformer
encoder and long short‐term memory networks (LSTMs) is proposed in the paper. In this …

The Euler-Bernoulli beam is a typical spatio-temporal coupled flexible system. Due to the
uncertain parameters, it is difficult for most models to accurately describe the dynamic …

The focus of this thesis is to obtain a soft computing-based controller for complex
mechanical system. soft computing-based controllers are based on machine learning …