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State-of-the-art eigensolvers for electronic structure calculations of large scale nano-systems

✍ Scribed by Christof Vömel; Stanimire Z. Tomov; Osni A. Marques; A. Canning; Lin-Wang Wang; Jack J. Dongarra


Book ID
104021774
Publisher
Elsevier Science
Year
2008
Tongue
English
Weight
190 KB
Volume
227
Category
Article
ISSN
0021-9991

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✦ Synopsis


The band edge states determine optical and electronic properties of semiconductor nano-structures which can be computed from an interior eigenproblem. We study the reliability and performance of state-of-the-art iterative eigensolvers on large quantum dots and wires, focusing on variants of preconditioned CG, Lanczos, and Davidson methods. One Davidson variant, the GD + k (Olsen) method, is identified to be as reliable as the commonly used preconditioned CG while consistently being between two and three times faster.


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