Artificial neural networks in chemical engineering / 
Angelo Basile, Marjan Alavi, and Stefano Curcio, editors. 
 - x, 265 pages :  illustrations ;  26 cm. 
 - Chemical engineering methods and technology. .
<br/><br/>Includes bibliographical references and index. 
<br/><br/>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. 
<br/><br/><label>ISBN: </label>9781536118445  1536118443 (hardcover) 
<br/><br/><label>LCCN: </label>2017016180 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Chemical engineering--Data processing.<br/>Neural networks (Computer science)
<br/><br/><label>LC Class. No.: </label>TP184  / .A78 2017