Page 84 - IJAMD-2-2

International Journal of AI for
Materials and Design Prediction of AM defect based on DL

Appendix

Table A1. Acronyms
AM Additive manufacturing
ANN Artificial neural network
ACC Accuracy
CD Contrastive divergence
CNN Convolutional neural network
CT Computed tomography
DBN Deep belief network
DED Directed energy deposition
DL Deep learning
DNN Deep neural network
DOE Design of experiments
FN False negative
FNR False negative rate
FP False positive
FPR False positive rate
LOF Lack of fusion
LPBF Laser powder bed fusion
ML Machine learning
MPC Model predictive control
RBM Restricted Boltzmann machine
RNNs Recurrent neural networks
SLM Selective laser melting
TN True negative
TP True positive

Volume 2 Issue 2 (2025) 78 doi: 10.36922/IJAMD025060005