These tools will no longer be maintained as of December 31, 2024. Archived website can be found here. PubMed4Hh GitHub repository can be found here. Contact NLM Customer Service if you have questions.
664 related articles for article (PubMed ID: 19586096)
1. Molecular dissociation of hydrogen peroxide (HOOH) on a neural network ab initio potential surface with a new configuration sampling method involving gradient fitting. Le HM; Huynh S; Raff LM J Chem Phys; 2009 Jul; 131(1):014107. PubMed ID: 19586096 [TBL] [Abstract][Full Text] [Related]
2. Cis-->trans, trans-->cis isomerizations and N-O bond dissociation of nitrous acid (HONO) on an ab initio potential surface obtained by novelty sampling and feed-forward neural network fitting. Le HM; Raff LM J Chem Phys; 2008 May; 128(19):194310. PubMed ID: 18500868 [TBL] [Abstract][Full Text] [Related]
3. Molecular dynamics investigation of the bimolecular reaction BeH + H(2) --> BeH(2) + H on an ab initio potential-energy surface obtained using neural network methods with both potential and gradient accuracy determination. Le HM; Raff LM J Phys Chem A; 2010 Jan; 114(1):45-53. PubMed ID: 19852450 [TBL] [Abstract][Full Text] [Related]
4. Parametrization of analytic interatomic potential functions using neural networks. Malshe M; Narulkar R; Raff LM; Hagan M; Bukkapatnam S; Komanduri R J Chem Phys; 2008 Jul; 129(4):044111. PubMed ID: 18681638 [TBL] [Abstract][Full Text] [Related]
5. Input vector optimization of feed-forward neural networks for fitting ab initio potential-energy databases. Malshe M; Raff LM; Hagan M; Bukkapatnam S; Komanduri R J Chem Phys; 2010 May; 132(20):204103. PubMed ID: 20515084 [TBL] [Abstract][Full Text] [Related]
6. Development of generalized potential-energy surfaces using many-body expansions, neural networks, and moiety energy approximations. Malshe M; Narulkar R; Raff LM; Hagan M; Bukkapatnam S; Agrawal PM; Komanduri R J Chem Phys; 2009 May; 130(18):184102. PubMed ID: 19449903 [TBL] [Abstract][Full Text] [Related]
7. Ab initio potential-energy surfaces for complex, multichannel systems using modified novelty sampling and feedforward neural networks. Raff LM; Malshe M; Hagan M; Doughan DI; Rockley MG; Komanduri R J Chem Phys; 2005 Feb; 122(8):84104. PubMed ID: 15836017 [TBL] [Abstract][Full Text] [Related]
8. Molecular dynamics investigations of ozone on an ab initio potential energy surface with the utilization of pattern-recognition neural network for accurate determination of product formation. Le HM; Dinh TS; Le HV J Phys Chem A; 2011 Oct; 115(40):10862-70. PubMed ID: 21888438 [TBL] [Abstract][Full Text] [Related]
9. Accurate prediction of higher-level electronic structure energies for large databases using neural networks, Hartree-Fock energies, and small subsets of the database. Malshe M; Pukrittayakamee A; Raff LM; Hagan M; Bukkapatnam S; Komanduri R J Chem Phys; 2009 Sep; 131(12):124127. PubMed ID: 19791872 [TBL] [Abstract][Full Text] [Related]
10. A self-starting method for obtaining analytic potential-energy surfaces from ab initio electronic structure calculations. Agrawal PM; Malshe M; Narulkar R; Raff LM; Hagan M; Bukkapatnum S; Komanduri R J Phys Chem A; 2009 Feb; 113(5):869-77. PubMed ID: 19123779 [TBL] [Abstract][Full Text] [Related]
11. Simultaneous fitting of a potential-energy surface and its corresponding force fields using feedforward neural networks. Pukrittayakamee A; Malshe M; Hagan M; Raff LM; Narulkar R; Bukkapatnum S; Komanduri R J Chem Phys; 2009 Apr; 130(13):134101. PubMed ID: 19355711 [TBL] [Abstract][Full Text] [Related]
12. Molecular dynamics investigations of the dissociation of SiO2 on an ab initio potential energy surface obtained using neural network methods. Agrawal PM; Raff LM; Hagan MT; Komanduri R J Chem Phys; 2006 Apr; 124(13):134306. PubMed ID: 16613454 [TBL] [Abstract][Full Text] [Related]
13. Theoretical investigation of the dissociation dynamics of vibrationally excited vinyl bromide on an ab initio potential-energy surface obtained using modified novelty sampling and feedforward neural networks. II. Numerical application of the method. Malshe M; Raff LM; Rockley MG; Hagan M; Agrawal PM; Komanduri R J Chem Phys; 2007 Oct; 127(13):134105. PubMed ID: 17919009 [TBL] [Abstract][Full Text] [Related]
14. A nested molecule-independent neural network approach for high-quality potential fits. Manzhos S; Wang X; Dawes R; Carrington T J Phys Chem A; 2006 Apr; 110(16):5295-304. PubMed ID: 16623455 [TBL] [Abstract][Full Text] [Related]
15. Interpolating moving least-squares methods for fitting potential energy surfaces: computing high-density potential energy surface data from low-density ab initio data points. Dawes R; Thompson DL; Guo Y; Wagner AF; Minkoff M J Chem Phys; 2007 May; 126(18):184108. PubMed ID: 17508793 [TBL] [Abstract][Full Text] [Related]
16. Interpolating moving least-squares methods for fitting potential energy surfaces: using classical trajectories to explore configuration space. Dawes R; Passalacqua A; Wagner AF; Sewell TD; Minkoff M; Thompson DL J Chem Phys; 2009 Apr; 130(14):144107. PubMed ID: 19368429 [TBL] [Abstract][Full Text] [Related]
17. Interpolating moving least-squares methods for fitting potential energy surfaces: an application to the H2CN unimolecular reaction. Guo Y; Harding LB; Wagner AF; Minkoff M; Thompson DL J Chem Phys; 2007 Mar; 126(10):104105. PubMed ID: 17362059 [TBL] [Abstract][Full Text] [Related]
18. Support vector machine regression (LS-SVM)--an alternative to artificial neural networks (ANNs) for the analysis of quantum chemistry data? Balabin RM; Lomakina EI Phys Chem Chem Phys; 2011 Jun; 13(24):11710-8. PubMed ID: 21594265 [TBL] [Abstract][Full Text] [Related]
19. The hydrogen abstraction reaction H + CH4. I. New analytical potential energy surface based on fitting to ab initio calculations. Corchado JC; Bravo JL; Espinosa-Garcia J J Chem Phys; 2009 May; 130(18):184314. PubMed ID: 19449928 [TBL] [Abstract][Full Text] [Related]
20. Modified feed-forward neural network structures and combined-function-derivative approximations incorporating exchange symmetry for potential energy surface fitting. Nguyen HT; Le HM J Phys Chem A; 2012 May; 116(18):4629-38. PubMed ID: 22548349 [TBL] [Abstract][Full Text] [Related] [Next] [New Search]