A Physics-Informed Convolutional Neural Network with Custom Loss Functions for Porosity Prediction in Laser Metal Deposition.
Erin McGowanVidita GawadeWeihong Grace GuoPublished in: Sensors (2022)
Keyphrases
- loss function
- convolutional neural network
- pairwise
- prediction accuracy
- squared error
- loss minimization
- logistic regression
- learning to rank
- risk minimization
- support vector
- empirical risk
- domain specific
- neural network
- face detection
- machine learning
- update rules
- prediction error
- reproducing kernel hilbert space
- thin film
- object recognition
- computer vision
- information retrieval
- square loss