Michal Pitonak
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Explore the profile of Michal Pitonak including associated specialties, affiliations and a list of published articles.
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34
Citations
516
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Recent Articles
1.
Vrska D, Urban M, Neogrady P, Pittner J, Blasko M, Pitonak M
J Phys Chem A
. 2024 Sep;
128(36):7634-7647.
PMID: 39219502
We analyze the structures, stabilities, and thermochemical properties of polyethylene (PE) oligomer chains cross-linked by metal (M) atoms through C-M-C bonds. Representative PE-M-PE complexes contain between 7 and 15 carbon...
2.
Vrska D, Pitonak M, Bucko T
J Chem Phys
. 2024 May;
160(17).
PMID: 38747994
A proof-of-concept study is undertaken to demonstrate the utility of the machine learning combined with the thermodynamic perturbation theory (MLPT) to test the accuracy of electronic structure methods in finite-temperature...
3.
Matuska J, Bucinsky L, Gall M, Pitonak M, Steklac M
J Phys Chem B
. 2024 May;
128(20):4943-4951.
PMID: 38733335
Options to improve the extrapolation power of the neural network designed using the SchNetPack package with respect to top docking scores prediction are presented. It is shown that hyperparameter tuning...
4.
Pitonak M, Potocar L, Formanek T
Epidemiol Psychiatr Sci
. 2024 Mar;
33:e16.
PMID: 38511544
Aims: The mental health of sexual minority (SM) individuals remains overlooked and understudied in Czechia. We aimed to estimate (1) the prevalence rate and (2) the relative risk of common...
5.
Uholyeva X, Pitonak M
Cent Eur J Public Health
. 2023 Jan;
30(4):260.
PMID: 36718929
No abstract available.
6.
Uholyeva X, Pitonak M
Cent Eur J Public Health
. 2022 Jul;
30(2):86-92.
PMID: 35876596
Objectives: Chemsex is a phenomenon highly relevant to public health concerns. Our primary aim is to describe the Czech chemsex scene regarding substances used, sexual behaviour, mental health, sexual life...
7.
Jablonsky M, Steklac M, Majova V, Gall M, Matuska J, Pitonak M, et al.
Biophys Chem
. 2022 Jul;
288:106854.
PMID: 35810518
Molecular docking of 234 unique compounds identified in the softwood bark (W set) is presented with a focus on their inhibition potential to the main protease of the SARS-CoV-2 virus...
8.
Bucinsky L, Bortnak D, Gall M, Matuska J, Milata V, Pitonak M, et al.
Comput Biol Chem
. 2022 Mar;
98:107656.
PMID: 35288359
Molecular docking results of two training sets containing 866 and 8,696 compounds were used to train three different machine learning (ML) approaches. Neural network approaches according to Keras and TensorFlow...
9.
Pachankis J, Hatzenbuehler M, Branstrom R, Schmidt A, Berg R, Jonas K, et al.
J Abnorm Psychol
. 2021 Nov;
130(7):713-726.
PMID: 34780228
Sexual minority men are at greater risk of depression and suicidality than heterosexuals. Stigma, the most frequently hypothesized risk factor for this disparity, operates across socioecological levels-structural (e.g., laws), interpersonal...
10.
Taamalli S, Pitonak M, Dibble T, cernusak I, Louis F
J Phys Chem A
. 2021 Jun;
125(26):5819-5828.
PMID: 34180661
The structures, vibrational frequencies, and model IR spectra of the monohydrates of oxygenated mercury compounds (BrHgO, BrHgOH, BrHgOOH, BrHgNO, BrHgONO, and HgOH) have been theoretically studied using the ωB97X-D/aug-cc-pVTZ level...