Zobrazeno 1 - 10
of 73
pro vyhledávání: '"Dmitrii N. Trubnikov"'
Publikováno v:
Frontiers in Physics, Vol 10 (2023)
Externí odkaz:
https://doaj.org/article/f50c80cd2b7c470d8122bfeb5b963539
Publikováno v:
Frontiers in Physics, Vol 10 (2022)
Multiclass classification is of great interest for various applications, for example, it is a common task in computer vision, where one needs to categorize an image into three or more classes. Here we propose a quantum machine learning approach based
Externí odkaz:
https://doaj.org/article/b3f86a1382514b10867d0a01075d80ab
Autor:
Vladimir Alexandrovich Larin, Dmitrii N. Trubnikov, S. Todorova, Alexander V. Larin, A.A. Rybakov
Publikováno v:
CrystEngComm. 24:143-155
A simplified computational scheme for “deposition” of a metallic (Pd) monolayer on semi-ionic supports is considered. An arbitrary selection of the initial position of the deposited layer relative to the surface of the support cannot provide the
Publikováno v:
International Journal of Quantum Chemistry. 123
Publikováno v:
Doklady Physics. 65:355-358
The paper proposes an approach to estimate the number of modes of collective movement of particles in weakly bound molecular systems, based on the principal component analysis. The example of the water molecule cluster (H2O)8 shows significant differ
Autor:
Dmitrii N. Trubnikov, E. D. Belega
Publikováno v:
Doklady Mathematics. 99:83-86
The molecular dynamics method was used to analyze the dynamic characteristics of water clusters in the solid and liquid phase. A criterion is proposed for choosing the interaction potential, which is based on the distributions of the potential energy
Publikováno v:
Doklady Mathematics. 98:592-595
The method of molecular dynamics was used for modeling the isomerization of a hydrogen bonding network in small water clusters (hexamer and octamer). The collective modes of the particles moving in the clusters were determined by applying principal c
Publikováno v:
Chemical Physics Letters. 698:171-175
An explicitly-correlated method of calculation of excited states with spin-orbit couplings, has been formulated and implemented. Developed approach utilizes left and right eigenvectors of equation-of-motion coupled-cluster model, which is based on th
Publikováno v:
Chemical Physics Letters. 692:191-195
Double ionization and double electron attachment equation-of-motion methods, based on linearly approximated explicitly correlated coupled-cluster singles and doubles [CCSD(F12)] are formulated and implemented. An extension of double electron attachme
Publikováno v:
The Journal of Chemical Physics. 155:014107
A linearly approximated explicitly correlated coupled-cluster singles and doubles model for the Fock-space coupled-cluster method has been formulated and implemented. An extension of the Fock-space wave operators is introduced in order to treat the s