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eess.SP2023
Bayesian optimized physics-informed neural network for estimating wave propagation velocities
Mahindra Rautela, S. Gopalakrishnan, J. Senthilnath
In this paper, we propose a novel inverse parameter estimation approach called Bayesian optimized physics-informed neural network (BOPINN). In this study, a PINN solves the partial…
eess.SP2023★ 3 cited
Deep generative models for unsupervised delamination detection using guided waves
Mahindra Rautela, Amin Maghareh, Shirley Dyke +1
With the rising demands for robust structural health monitoring procedures for aerospace structures, the scope of intelligent algorithms and learning techniques is expanding. Super…