Title :
Poster: Synthesis of biochemical models
Author :
Jha, Sumit Kumar ; Langmead, Christopher James
Author_Institution :
Comput. Sci. Dept, Univ. of Central FloridaFlorida, FL, USA
Abstract :
The development of mechanistic computational models of biological systems continues to be an iterative manual process that requires considerable insight and patience from the modeler. An abundance of high throughput experimental methods has caused a rapid explosion of factual information about the behavior of biochemical systems. A signature based symbolic approach for automatic synthesis of biological circuits is suggested and experimental evidence that such an approach would be computationally attractive than the current techniques based on subset exploration is presented. In future, existing work on algorithmic synthesis of programs to synthesize candidate models for biochemical systems is going to be adapted.
Keywords :
biochemistry; biology computing; molecular biophysics; physiological models; biochemical models; biological circuits; iterative manual process; mechanistic computational models; signature based symbolic approach; subset exploration; Biological system modeling; Chemicals; Computational modeling; Explosions; Integrated circuit modeling; Space exploration;
Conference_Titel :
Computational Advances in Bio and Medical Sciences (ICCABS), 2011 IEEE 1st International Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-61284-851-8
DOI :
10.1109/ICCABS.2011.5729901