2008
DOI: 10.1002/cem.1139
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Application of QM simulations and multivariate analysis in the study of alkene reactivity in the zeolite H‐ZSM5

Abstract: Application of QM simulations and multivariate analysis in the study of alkene reactivity in the zeolite H-ZSM5 Duangkamol Gleeson a *Reported herein are the results of an investigation into the effect of the extended framework of the zeolite ZSM-5 on the reaction energetics and structures of (a) the physisorbed complex formed between the zeolite and six alkenes, (b) the corresponding chemisorbed alkoxide intermediate and (c) the transition states (TS) connecting the two. For this, quantum mechanical (QM) simu… Show more

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Cited by 3 publications
(2 citation statements)
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“…To extract meaningful information from QM/MM calculations, we have employed a range of statistical approaches: (a) principal component analysis (PCA), (b) partial least-squares (PLS) regression analysis, , (c) multiple linear regression (MLR) analysis . These are widely used statistical techniques in quantitative structure−activity relationships (QSARs). Although PCA and/or PLS has been applied to the field of QM calculations on small model systems, to the best of our knowledge this is the first time where several multivariate statistical techniques have been employed to relate the changes in energy to distances and angles in QM/MM calculations of an enzyme. The analyses revealed the presence of two fully independent geometrical effects directly correlated with substrate binding and TS stabilization controlling the rate of the reaction.…”
Section: Introductionmentioning
confidence: 99%
“…To extract meaningful information from QM/MM calculations, we have employed a range of statistical approaches: (a) principal component analysis (PCA), (b) partial least-squares (PLS) regression analysis, , (c) multiple linear regression (MLR) analysis . These are widely used statistical techniques in quantitative structure−activity relationships (QSARs). Although PCA and/or PLS has been applied to the field of QM calculations on small model systems, to the best of our knowledge this is the first time where several multivariate statistical techniques have been employed to relate the changes in energy to distances and angles in QM/MM calculations of an enzyme. The analyses revealed the presence of two fully independent geometrical effects directly correlated with substrate binding and TS stabilization controlling the rate of the reaction.…”
Section: Introductionmentioning
confidence: 99%
“…Shen W. found the intrinsic energy barrier for the chemisorption of ethene from the physisorbed state to be 70–98 (kJ mol −1 ); meanwhile Chu et al have found barriers between 68 and 80 (kJ mol −1 ). Work by Gleeson D. 87 using DFT based cluster models calculated an intrinsic barrier between 78 and 119 (kJ mol −1 ). Based on these results, our calculated intrinsic barrier of 64 (kJ mol −1 ) was slightly underpredicted.…”
Section: Resultsmentioning
confidence: 99%