Machine Learning-Enabled NIR Spectroscopy. Part 3: Hyperparameter by Design (HyD) Based ANN-MLP Optimization, Model Generalizability, and Model Transferability.
AAPS PharmSciTech
; 24(8): 254, 2023 Dec 07.
Article
en En
| MEDLINE
| ID: mdl-38062329
Palabras clave
Artificial Neural Network Multilayer Perceptron (ANN-MLP); data-driven modelling; design of experiments (DoE); hyperparameter optimization; model generalizability; model lifecycle management; model transferability; near infrared (NIR); process monitoring; statistical process control (SPC); target drift detection
Texto completo:
1
Banco de datos:
MEDLINE
Asunto principal:
Algoritmos
/
Espectroscopía Infrarroja Corta
Idioma:
En
Año:
2023
Tipo del documento:
Article