Permanent URL to this publication: http://dx.doi.org/10.5167/uzh-3158
Weber, V; Hutter, J (2008). A smooth l1-norm sparseness function for orbital based linear scaling total energy minimization. Journal of Chemical Physics, 128(6):064107.
- Registered users only
A smooth l(1)-norm based function to obtain a sparse representation of the orbital coefficients is introduced. This sparseness function is further parametrized with respect to unitary transformations among the occupied orbitals. Thus the function can be straightforwardly included in an optimization scheme or used on the fly during self-consistent field iterations to induce or maintain the sparsity of the orbital coefficients. As practical examples, we induce sparsity in the orbital coefficients of liquid water and bulk silicon. We also report the sparsity of the orbital coefficients of 1024 water molecules along a short Born-Oppenheimer molecular dynamics trajectory. It is observed that, after a stabilization period, the sparsity of the orbitals can be kept stable along the dynamics with small additional computational effort.
|Item Type:||Journal Article, refereed, original work|
|Communities & Collections:||07 Faculty of Science > Department of Chemistry|
|Deposited On:||08 Sep 2008 09:09|
|Last Modified:||05 Jun 2014 13:51|
|Publisher:||American Institute of Physics|
|Additional Information:||Copyright 2008 American Institute of Physics. This article may be downloaded for personal use only. Any other use requires prior permission of the author and the American Institute of Physics. The following article appeared in Journal of Chemical Physics 2008, 128(6):064107 and may be found at http://link.aip.org/link/?JCPSA6/128/064107/1.|
|Citations:||Web of Science®. Times Cited: 11|
Scopus®. Citation Count: 4
Users (please log in): suggest update or correction for this item
Repository Staff Only: item control page