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Conformational analysis of fused ring systems using tensor decomposition methods


Sović, Karlo; Hrenar, Tomica
Conformational analysis of fused ring systems using tensor decomposition methods // Computational Chemistry Day 2019 - Book of Abstracts
Zagreb, 2019. (predavanje, nije recenziran, pp prezentacija, znanstveni)


Naslov
Conformational analysis of fused ring systems using tensor decomposition methods

Autori
Sović, Karlo ; Hrenar, Tomica

Vrsta, podvrsta i kategorija rada
Sažeci sa skupova, pp prezentacija, znanstveni

Izvornik
Computational Chemistry Day 2019 - Book of Abstracts / - Zagreb, 2019

ISBN
978-953-6076-51-2

Skup
Computational Chemistry Day 2019

Mjesto i datum
Zagreb, Hrvatska, 11-11.5.2019

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Nije recenziran

Ključne riječi
Conformational analysis, tensor decomposition, pca, multi-way analysis

Sažetak
A new procedure for full conformational analysis [1] comprising statistical analysis of molecular dynamics trajectory was applied on fused ring systems like decalin, bicyclo[3.3.0]octane and bicyclo[2.2.0]hexane. This method includes a coordinate space sampling using molecular dynamics simulations with on-the-flycalculation of forces, which serves as a sampling space for locating the initial guess structures for further geometry optimization at a higher level of calculation and conformer clustering. The initial guess structures are extracted from those points in phase space which are strict local maxima in a probability distribution of molecular geometry coordinates. Idea behind this is that during the molecular dynamics run, the investigated molecule would statistically spend more time in and closely around the minima points on the potential energy surface and that, consequently, the probability distribution of the molecular structures in these points of the phase space would have a strict local maxima. Dimensionality of this search is firstly reduced using 2nd-order tensor decomposition tool principal component analysis on the internal coordinate space of investigated molecule. In this reduced space of score values, n-dimensional probability distribution is generated and subjected to a procedure for finding all strict local maxima. Further investigation of this method included multi-way analysis of temperature dependent trajectories for fused ring systems using fixed total number of steps in molecular dynamics runs for comparison of obtained conformational spaces. Molecular dynamics simulations were performed using our own program qcc[2] where the forces were calculated using the PM7method [3] implemented in MOPAC2016 [4] and numerical integration with the Velocity Verlet algorithm. Multi-way analysis of trajectories was performed using our own program moonee[5].

Izvorni jezik
Engleski



POVEZANOST RADA


Projekt / tema
HRZZ-IP-2016-06-3775 - Aktivnošću i in silico usmjeren dizajn malih bioaktivnih molekula (Tomica Hrenar, )