scholarly journals Designing bioinspired green nanosilicas using statistical and machine learning approaches

2021 ◽  
Vol 6 (4) ◽  
pp. 293-307
Author(s):  
Luc Dewulf ◽  
Mauro Chiacchia ◽  
Aaron S. Yeardley ◽  
Robert A. Milton ◽  
Solomon F. Brown ◽  
...  
Keyword(s):  
Machine Learning ◽  
Sensitivity Analysis ◽  
Design Of Experiments ◽  
Process Design ◽  
Global Sensitivity Analysis ◽  
Sequential Design ◽  
Learning Approaches ◽  
Global Sensitivity ◽  
Sustainable Product ◽  
Product And Process

This is a first comparison of the sequential design of experiments strategy and global sensitivity analysis for nanomaterials, thus enabling sustainable product and process design in future.

Application of Global Sensitivity Analysis to Determine Goals for Design of Experiments: An Example Study on Antibody-Producing Cell Cultures

2008 ◽  
Vol 21 (4) ◽  
pp. 1128-1135 ◽  
Author(s):  
Cleo Kontoravdi ◽  
Steven P. Asprey ◽  
Efstratios N. Pistikopoulos ◽  
Athanasios Mantalaris
Keyword(s):  
Sensitivity Analysis ◽  
Design Of Experiments ◽  
Cell Cultures ◽  
Global Sensitivity Analysis ◽  
Global Sensitivity

Design of experiments for global sensitivity analysis in life cycle assessment: The case of biodiesel in Vietnam

2017 ◽  
Vol 119 ◽  
pp. 12-23 ◽  
Author(s):  
Dinh S. Khang ◽  
Raymond R. Tan ◽  
O. Manuel Uy ◽  
Michael Angelo B. Promentilla ◽  
Phan D. Tuan ◽  
...  
Keyword(s):  
Sensitivity Analysis ◽  
Life Cycle Assessment ◽  
Life Cycle ◽  
Design Of Experiments ◽  
Global Sensitivity Analysis ◽  
Global Sensitivity
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