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cs.LG2024
Physics-Informed Neural Networks for High-Frequency and Multi-Scale Problems using Transfer Learning
Abdul Hannan Mustajab, Hao Lyu, Zarghaam Rizvi +1
Physics-informed neural network (PINN) is a data-driven solver for partial and ordinary differential equations(ODEs/PDEs). It provides a unified framework to address both forward a…
cs.LG2021
Wave based damage detection in solid structures using artificial neural networks
Frank Wuttke, Hao Lyu, Amir S. Sattari +1
The identification of structural damages takes a more and more important role within the modern economy, where often the monitoring of an infrastructure is the last approach to kee…