Physics-informed neural network for ultrasound nondestructive quantification of surface breaking cracks.
Khemraj ShuklaPatricio Clark Di LeoniJames L. BlackshireDaniel SparkmanGeorge Em KarniadakisPublished in: CoRR (2020)
Keyphrases
- neural network
- digital images
- pattern recognition
- computer science
- artificial neural networks
- three dimensional
- artificial intelligence
- d objects
- ultrasound images
- surface reconstruction
- surface fitting
- fuzzy neural network
- recurrent neural networks
- neural network model
- feed forward neural networks
- fault diagnosis
- back propagation
- object surface
- elastic properties
- surface model
- image processing
- neural nets
- network architecture
- prediction model
- multilayer perceptron
- vector field
- statistical shape model
- smooth surfaces
- surface features
- learning algorithm
- neural network is trained
- genetic algorithm