Determination of chemisorption probabilities of hydrogen molecules on a nickel surface by artificial neural network
Summary: Dissociative chemisorption probabilities for H2(v, j) + Ni(100) collision systems have been estimated by using Artificial Neural Network (ANN). For training, previously determined probability values via molecular dynamics simulations have been used. Performance of the ANN, for predicting an...
| Permalink: | http://skupni.nsk.hr/Record/nsk.NSK01000717394/Details |
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| Matična publikacija: |
Croatica chemica acta 81 (2008), 2 ; str. 305-310 |
| Glavni autor: | Boyukata, Mustafa (-) |
| Ostali autori: | Kocyigit, Yucel (-), Guvenc, Ziya B. |
| Vrsta građe: | Članak |
| Jezik: | eng |
| Predmet: | |
| Online pristup: |
CROATICA CHEMICA ACTA |
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| 001 | NSK01000717394 | ||
| 003 | HR-ZaNSK | ||
| 005 | 20120829093733.0 | ||
| 007 | ta | ||
| 008 | 091027s2008 ci ||| ||eng | ||
| 035 | |9 (HR-ZaNSK)719968 | ||
| 035 | |a (HR-ZaNSK)000717394 | ||
| 040 | |a HR-ZaNSK |b hrv |c HR-ZaNSK |e ppiak | ||
| 041 | 0 | |a eng |b hrv | |
| 042 | |a croatica | ||
| 080 | |a 54 |2 MRF 1998. | ||
| 100 | 1 | |a Boyukata, Mustafa | |
| 245 | 1 | 0 | |a Determination of chemisorption probabilities of hydrogen molecules on a nickel surface by artificial neural network / |c Mustafa Böyükata, Yücel Koçyiðit, Ziya B. Güvenç. |
| 300 | |b Ilustr. | ||
| 500 | |a 22nd Dubrovnik International Course & Conference MATH / CHEM / COMP 2007, Dubrovnik, June 11–16, 2007 | ||
| 504 | |a Bibliografija: 37 jed | ||
| 504 | |a Sažetak | ||
| 520 | 8 | |a Summary: Dissociative chemisorption probabilities for H2(v, j) + Ni(100) collision systems have been estimated by using Artificial Neural Network (ANN). For training, previously determined probability values via molecular dynamics simulations have been used. Performance of the ANN, for predicting any quantities in the molecule-surface interaction, has been investigated. Effects of the surface sites and the rovibrational states of the molecule on the process are analyzed. The results are in good agreement with the related previous studies | |
| 653 | 0 | |a Kemisorpcija |a Umjetna neuronska mreža |a Molekularna dinamika |a Vodik | |
| 700 | 1 | |a Kocyigit, Yucel | |
| 700 | 1 | |a Guvenc, Ziya B. | |
| 773 | 0 | |t Croatica chemica acta |x 0011-1643 |g 81 (2008), 2 ; str. 305-310 |w nsk.(HR-ZaNSK)000001621 | |
| 981 | |b B10/08 |p CRO | ||
| 998 | |a rado091027 |c vol2o120829 | ||
| 856 | 4 | 2 | |u http://public.carnet.hr/ccacaa/ |y CROATICA CHEMICA ACTA |