ANNs | Artificial Neural Networks |
CPPs | Critical process parameters |
CQAs | Critical quality attributes |
dO2 | Dissolved oxygen |
DoE | Design of experiments |
EMA | European Medicines Agency |
ET | Ensemble trees |
FDA | Food and Drug Administration |
GPR | Gaussian process regression |
IoT | Internet of Things |
mAbs | Monoclonal antibodies |
ML | Machine learning |
MVDA | Multi-variate data analysis |
NGRK | Nonparametric regression with Gaussian kernel |
PAT | Process analytical technologies |
PCA | Principal component analysis |
PCs | Principal components |
PLSR | Partial least squares regression |
QbD | Quality by Design |
RBF-ANN | Radial basis function neural network |
RF | Random forests |
RT | Regression trees |
SVM | Support vector machines |