Trends and Prospects in Artificial Intelligence and Mechanical Analysis
A special issue of Mathematics (ISSN 2227-7390). This special issue belongs to the section "E: Applied Mathematics".
Deadline for manuscript submissions: closed (10 January 2024) | Viewed by 298
Special Issue Editor
Interests: deep learning; image analysis; robotics; structural inspection and evaluation; digital twin; building information modeling (BIM); automated construction
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear colleagues,
In the field of structural and mechanical engineering, problems can be challenging when an engineering system is too complicated with non-linearity. Since Artificial Intelligence (AI) is able to capture complex non-linear relationships between inputs and predictions, it has been widely used to develop prediction models in many fields of mechanical engineering. It takes advantage of a large amount of measured data and as the amount of data keeps growing, AI algorithms learn to make more accurate predictions. For the prediction of mechanical behavior, a variety of AI models has been used in this area, e.g., PINN (Physical Informed Neural Network). Studies have shown that AI models generally have higher accuracy and robustness than those based on empirical or semi-empirical models. From previous studies, AI models demonstrate feasibility and accuracy for the mechanical prediction problem, which can serve as a valuable solution for engineering practice in the age of big data.
Prof. Dr. Jiangpeng Shu
Guest Editor
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