scholarly journals Optimal Experimental Design for Model Selection: A Partial Review

2018 ◽  
pp. 253-263
Author(s):  
Jesús López–Fidalgo ◽  
Chiara Tommasi
Keyword(s):  
Experimental Design ◽  
Model Selection ◽  
Optimal Experimental Design

An overview of the posters presented at Watermatex 2000. III: Model selection and calibration/optimal experimental design

2001 ◽  
Vol 43 (7) ◽  
pp. 387-389 ◽  
Author(s):  
I. Nopens ◽  
L. N. Hopkins ◽  
P. A. Vanrolleghem
Keyword(s):  
Experimental Design ◽  
Model Selection ◽  
Data Collection ◽  
Optimal Experimental Design ◽  
Biological Processes ◽  
Modelling Techniques

This paper presents an overview of the posters presented in sessions 7 and 8 of the Watermatex 2000 conference. These posters present two aspects of modelling biological processes - model selection and calibration. Special attention is given to the papers on OED (Optimal Experimental Design), which is a method of optimising the data collection for model selection and calibration. The presence of these presentations at the conference highlights the continuing significance of modelling and stresses the requirement of improvements in modelling techniques. The papers provide some contribution to this end.

scholarly journals Near-optimal experimental design for model selection in systems biology

2013 ◽  
Vol 29 (20) ◽  
pp. 2625-2632 ◽  
Author(s):  
Alberto Giovanni Busetto ◽  
Alain Hauser ◽  
Gabriel Krummenacher ◽  
Mikael Sunnåker ◽  
Sotiris Dimopoulos ◽  
...  
Keyword(s):  
Systems Biology ◽  
Experimental Design ◽  
Model Selection ◽  
Optimal Experimental Design

Optimal experimental design with fast neural network surrogate models

2021 ◽  
Vol 200 ◽  
pp. 110747
Author(s):  
Joshua Stuckner ◽  
Matthew Piekenbrock ◽  
Steven M. Arnold ◽  
Trenton M. Ricks
Keyword(s):  
Neural Network ◽  
Experimental Design ◽  
Surrogate Models ◽  
Optimal Experimental Design

Derivative-free optimal experimental design

2008 ◽  
Vol 63 (19) ◽  
pp. 4873-4880 ◽  
Author(s):  
T. Heine ◽  
M. Kawohl ◽  
R. King
Keyword(s):  
Experimental Design ◽  
Optimal Experimental Design ◽  
Derivative Free

Optimization of the hydrothermal synthesis of La0.7Sr0.3MnO3+δ using an original optimal experimental design

2005 ◽  
Vol 59 (21) ◽  
pp. 2615-2620 ◽  
Author(s):  
C. Bernard ◽  
G. Dauzet ◽  
F. Mathieu ◽  
B. Durand ◽  
E. Puech-Costes
Keyword(s):  
Hydrothermal Synthesis ◽  
Experimental Design ◽  
Optimal Experimental Design
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