TY  - BOOK
AU  - Basile,Angelo
TI  - Artificial neural networks in chemical engineering
T2  - Chemical engineering methods and technology
SN  - 9781536118445 
AV  - TP184 .A78 2017
PY  - 2017///]
CY  - New York
PB  - Nova Science Publishers
KW  - Chemical engineering
KW  - Data processing
KW  - Neural networks (Computer science)
N1  - Includes bibliographical references and index; An Overview on Artificial Neural Networks: The Characteristics and Applications; Abstract; 1. Introduction; 1.1. A Brief History of ANN; 2. Computational Models of Neurons; 3. Creation of an ANN Model; 3.1. Data Collection; 3.2. Creating the Network; 3.3. Training the Network; 3.4. Validating the Network; 3.4.1. Early Stopping; 3.4.2. Regularization; 4. Application of ANN in Chemical Engineering; 4.1. Oil and Gas Industry; 4.2. Chemical Reaction Engineering; 4.3. Wastewater Treatment; 5. Conclusion; Nomenclature; Acronym; References
ER  -