Designing experiments for an application in laser and surface Chemistry
Mansson, Ralph A., Welsh, Alan H., Frey, Jeremy G. and Danos, Lefteris (2003) Designing experiments for an application in laser and surface Chemistry. At Conference on New Directions in Experimental Design DAE 2003, Chicago, Illinois, USA, 14 - 17 May 2003.
We consider the design used to collect data for a Second Harmonic Generation (SHG) experiment, where the behaviour of interfaces between two phases, for example the surface of a liquid, is investigated. These studies have implications in surfactants, catalysis, membranes and electrochemistry. Ongoing work will be described in designing experiments to investigate nonlinear models used to represent the data, relating the intensity of the SHG signal to the polarisation angles of the polarised light beam. The choice of design points and their effect on parameter estimates is investigated. Various designs and the current practice of using equal-spaced levels are investigated, and their relative merits compared on the basis of the overall aim of the chemical study.
|Item Type:||Conference or Workshop Item (Poster)|
|Keywords:||design of experiments, nonlinear models, second harmonic generation|
|Subjects:||H Social Sciences > HA Statistics
Q Science > QA Mathematics
|Divisions :||University Structure - Pre August 2011 > School of Mathematics
University Structure - Pre August 2011 > School of Mathematics > Statistics
University Structure - Pre August 2011 > Southampton Statistical Sciences Research Institute
|Accepted Date and Publication Date:||
|Date Deposited:||06 Oct 2004|
|Last Modified:||31 Mar 2016 11:12|
|RDF:||RDF+N-Triples, RDF+N3, RDF+XML, Browse.|
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