Surrogate modeling applications in chemical and biomedical processes

• Main Author: Kazemzadeh Farizhandi, Amir Abbas
• Other Authors: Lau Wai Man
• Format: Theses and Dissertations
• Language: English
• Published: 2017
• Subjects: DRNTU::Engineering::Chemical engineering::Chemical processes; DRNTU::Engineering::Chemical engineering::Processes and operations
• Online Access: http://hdl.handle.net/10356/72705
• Institution: Nanyang Technological University

Surrogate modeling is an efficient alternative for computation-intensive process simulations in engineering problems. Surrogate model is developed using experimental or computer data, which are collected from experiments or simulation runs. The use of surrogate model allows efficient and cost-effect...