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. 2021 Sep 22;21(19):6325. doi: 10.3390/s21196325
ML Machine Learning
RUL Remaining Useful Life
CNN Convolutional Neural Network
tCNN Temporal Convolutional Neural Network
RNN Recurrent Neural Network
LSTM Long Short-Term Memory
MLP Multi-Layer Perceptron
GNN Graph Neural Network
GNN-tCNN Graph Network with Causal Connectivity and Temporal Convolutional Neural
Network feature extractor
LSTM-tCNN Long Short-Term Memory Network with Causal Connectivity and Temporal
Convolutional Neural Network feature extractor
GN Graph Network
t-SNE t-distributed Stochastic Neighborhood Embedding
MAPE Mean absolute prediction error
NLL Negative Log Likelihood