This present thesis thereby applying Data Science helps monitoring structural hea lth com pon ent s in Appl ied Mec han ics and Sys tem s Res ear ch Lab ora tor y (LA SMA P) to predict and alert potential damages by using Physical inormed neural network. There ore, experts in the respecti ve feld have always looked up how to address thereo. Though, structural health problems have been or a while in mechan ics, civil engin eerin g and aeron autic s. Most current researches in Physical Inormed Neural Network (PINN) have been con- ducted to model and solve Partial dierential Equation ( PDE ) and Ordinary Dier- ential Equation (ODE).
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