Estimation of Cross Sections for Molecule-Cluster Interactions by Using Artificial Neural Networks
| dc.contributor.author | Boyukata, Mustafa | |
| dc.contributor.author | Kocyigit, Yucel | |
| dc.contributor.author | Guvenc, Ziya B. | |
| dc.contributor.other | 06.01. Bilgisayar Mühendisliği | |
| dc.contributor.other | 06. Mühendislik Fakültesi | |
| dc.contributor.other | 01. Çankaya Üniversitesi | |
| dc.date.accessioned | 2025-05-13T13:33:50Z | |
| dc.date.available | 2025-05-13T13:33:50Z | |
| dc.date.issued | 2006 | |
| dc.description | Kocyigit, Yucel/0000-0003-1785-198X | en_US |
| dc.description.abstract | The cross sections Of D-2 (v,j) + Ni-n (T), n = 19 and 20, collision systems have been estimated by using Artificial Neural Networks (ANNs). For training, previously determined cross section values via molecular dynamics simulation have been used. The performance of the ANNs for predicting any quantities in molecule-cluster interaction has been investigated. Effects of the temperature of the clusters and the rovibrational states of the molecule are analyzed. The results are in good agreement with previous studies. | en_US |
| dc.identifier.doi | 10.1590/S0103-97332006000500027 | |
| dc.identifier.issn | 0103-9733 | |
| dc.identifier.issn | 1678-4448 | |
| dc.identifier.scopus | 2-s2.0-33750250968 | |
| dc.identifier.uri | https://doi.org/10.1590/S0103-97332006000500027 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12416/9926 | |
| dc.language.iso | en | en_US |
| dc.publisher | Springer | en_US |
| dc.relation.ispartof | 4th Brazilian Meeting on Simulational Physics -- AUG 09-12, 2005 -- Ouro Preto, BRAZIL | en_US |
| dc.rights | info:eu-repo/semantics/openAccess | en_US |
| dc.subject | Artificial Neural Networks | en_US |
| dc.subject | Molecular Dynamics | en_US |
| dc.subject | Clusters | en_US |
| dc.subject | Reactivity | en_US |
| dc.title | Estimation of Cross Sections for Molecule-Cluster Interactions by Using Artificial Neural Networks | en_US |
| dc.type | Conference Object | en_US |
| dspace.entity.type | Publication | |
| gdc.author.id | Kocyigit, Yucel/0000-0003-1785-198X | |
| gdc.author.institutional | Güvenç, Ziya Burhanettin | |
| gdc.author.scopusid | 6507440638 | |
| gdc.author.scopusid | 15042638000 | |
| gdc.author.scopusid | 6701813798 | |
| gdc.author.wosid | Kocyigit, Yucel/Hke-8754-2023 | |
| gdc.author.wosid | Böyükata, Mustafa/W-3195-2017 | |
| gdc.description.department | Çankaya University | en_US |
| gdc.description.departmenttemp | Erciyes Univ, Dept Phys, TR-66100 Yozgat, Turkey; Celal Bayar Univ, Dept Elect & Elect Engn, TR-45140 Manisa, Turkey; Cankaya Univ, Dept Elect & Commun Engn, TR-06530 Ankara, Turkey | en_US |
| gdc.description.endpage | 735 | en_US |
| gdc.description.issue | 3A | en_US |
| gdc.description.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| gdc.description.scopusquality | Q3 | |
| gdc.description.startpage | 730 | en_US |
| gdc.description.volume | 36 | en_US |
| gdc.description.woscitationindex | Science Citation Index Expanded - Conference Proceedings Citation Index - Science | |
| gdc.description.wosquality | Q3 | |
| gdc.identifier.openalex | W2130848314 | |
| gdc.identifier.wos | WOS:000241151000027 | |
| gdc.openalex.fwci | 0.19025375 | |
| gdc.openalex.normalizedpercentile | 0.54 | |
| gdc.opencitations.count | 2 | |
| gdc.plumx.crossrefcites | 1 | |
| gdc.plumx.mendeley | 2 | |
| gdc.plumx.scopuscites | 4 | |
| gdc.scopus.citedcount | 4 | |
| gdc.wos.citedcount | 2 | |
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