Title :
Electrochemical Parameter Optimization Using Scientific Workflows
Author :
Enticott, Colin ; Peachey, Thomas ; Abramson, David ; Mashkina, Elena ; Lee, Chong-Yong ; Bond, Alan ; Kennedy, Gareth ; Gavaghan, David ; Elton, Darrell
Author_Institution :
Fac. of Inf. Technol., Monash Univ., Clayton, VIC, Australia
Abstract :
Modern chemistry involves a mix of experimentation and computer-supported theory. Historically, these skills have been provided by different groups, and range from traditional “wet” laboratory science to advanced numerical simulation. This paper discusses the application of advanced e-Science software tools to electrochemistry research and involves collaboration between laboratories at Monash and Oxford Universities. In particular, we show how the Nimrod/OK tool can be used to automate the estimation of electrochemical parameters in Fourier transformed voltammetry. Replacing an ad-hoc manual process with e-Science tools both accelerates the process and produces more accurate solutions. In this work much attention was given to the role of the scientist user. During the research, Nimrod/K (on which Nimrod/OK is built) was extended to shield that user from technical details of the grid infrastructure, a new system of file management and grid abstraction has been incorporated.
Keywords :
Fourier transforms; chemistry computing; electrochemistry; file organisation; grid computing; laboratory techniques; numerical analysis; optimisation; software tools; voltammetry (chemical analysis); Fourier transformed voltammetry; Monash laboratories; Nimrod-OK tool; Oxford University laboratories; ad-hoc manual process technical; advanced e-science software tools; advanced numerical simulation; computer-supported theory; e-science tool; electrochemical parameter optimization; electrochemistry research; file management; grid abstraction; scientific workflow; wet laboratory science; Computational modeling; Harmonic analysis; Inverse problems; Measurement; Middleware; Optimization; Software; Fourier Transformed Voltammetry; Grid Workflows; Grid computing; Kepler; Optimization; Parameter tools; e-Science;
Conference_Titel :
e-Science (e-Science), 2010 IEEE Sixth International Conference on
Conference_Location :
Brisbane, QLD
Print_ISBN :
978-1-4244-8957-2
Electronic_ISBN :
978-0-7695-4290-4
DOI :
10.1109/eScience.2010.38