Archive for 'Multiscale Modeling' Category
Genetic algorithms and genetic programming for multiscale modeling: Applications in materials science and chemistry and advances in scalability
13 September 2007Sastry, K. (2007). IlliGAL Report No. 2007019. University of Illinois at Urbana-Champaign, Urbana IL. [Ph.D. Thesis - PDF] [Ph.D. Thesis - PS] [Defense presentation slides].
Optimization of semiempirical quantum chemisty methods via multiobjective genetic algorithms: Accurate photochemistry for larger molecules and longer time scales
4 June 2007Sastry, K., Johnson, D. D., Thompson, A. L., Goldberg, D. E., Martinez, T. J., Leiding, J., Owens, J. (2007). Materials and Manufacturing Processes, 22(5), 553-561. [Full Paper - DOI]
Multiobjective genetic algorithms for multiscaling excited state direct dynamics in photochemistry
11 July 2006Sastry, K., Johnson, D.D., Thompson, A. L., Goldberg, D. E., Martinez, T. J., Leiding, J., Owens, J. (2006). Proceedings of the 2006 Genetic and Evolutionary Computation Conference, 1745—1752. [Full paper - PDF] [Full paper - PS] [Presentation slides]. [Best paper award in Real World Applications track] [Silver Humie award at the Human Competitive Results Competition].
Genetic programming for multi-timescale modeling
20 August 2005Sastry, K. Johnson, D. D., Goldberg, D. E., Bellon, P. (2005). Physical Review B, 72, 085438. [Selected for the August 29, 2005 issue of Virtual Journal of Nanoscale Science & Technology as frontier research].
Genetic programming for multiscale modeling
25 December 2004Sastry, K., Johnson, D. D., Goldberg, D. E., Bellon, P. (2004). International Journal for Multiscale Computational Engineering. 2(2), 239—256.
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