Computational Modeling of the Nature and Role of Ga Species for Light Alkane Dehydrogenation Catalyzed by Ga/H-MFI
Abstract
Ga-exchanged H-MFI zeolites are highly active for the dehydrogenation of light alkanes; however, both the nature of the active gallium species and the associated dehydrogenation mechanism have been difficult to establish. In this study, we examine the activity of Ga species in Ga/H-MFI by calculating the free energy landscapes on which all reactions occur. To this end, we use a hybrid quantum mechanics/molecular mechanics model for all electronic structure calculations. Quantum chemical calculations were carried out with a range-corrected functional and a good representation of dispersive interactions. The molecular mechanics part of our approach captures the long-range effects of Coulombic and dispersive interactions due to atoms in the extended framework. The rate-determining TS (RDTS) is identified by analysis of the free energy landscape for each mechanism, using the energetic span model. Our analysis reveals that, for reduced Ga/H-MFI, univalent and divalent gallium hydrides, [GaH2]+ and [GaH]2+, respectively, are more active for ethane dehydrogenation in comparison to H+ sites and Ga+ sites. [GaH]2+ sites consistently emerge as the most active sites for light alkane dehydrogenation, providing significant enthalpic stabilization to C-H cleavage TSs via alkyl and carbenium dehydrogenation routes. In contrast, carbenium-like C-H cleavage TSs occurring on Brønsted acid sites aremore »
- Authors:
-
- Univ. of California, Berkeley, CA (United States). Dept. of Chemical and Biomolecular Engineering
- Univ. of California, Berkeley, CA (United States). Dept. of Chemistry
- Publication Date:
- Research Org.:
- Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC)
- OSTI Identifier:
- 1571106
- Grant/Contract Number:
- AC02-05CH11231
- Resource Type:
- Accepted Manuscript
- Journal Name:
- ACS Catalysis
- Additional Journal Information:
- Journal Volume: 8; Journal Issue: 7; Journal ID: ISSN 2155-5435
- Publisher:
- American Chemical Society (ACS)
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 37 INORGANIC, ORGANIC, PHYSICAL, AND ANALYTICAL CHEMISTRY; dehydrogenation; hydrides; molecular catalysis; zeolites; DFT; light alkanes; gallium
Citation Formats
Mansoor, Erum, Head-Gordon, Martin, and Bell, Alexis T. Computational Modeling of the Nature and Role of Ga Species for Light Alkane Dehydrogenation Catalyzed by Ga/H-MFI. United States: N. p., 2018.
Web. doi:10.1021/acscatal.7b04295.
Mansoor, Erum, Head-Gordon, Martin, & Bell, Alexis T. Computational Modeling of the Nature and Role of Ga Species for Light Alkane Dehydrogenation Catalyzed by Ga/H-MFI. United States. https://doi.org/10.1021/acscatal.7b04295
Mansoor, Erum, Head-Gordon, Martin, and Bell, Alexis T. Tue .
"Computational Modeling of the Nature and Role of Ga Species for Light Alkane Dehydrogenation Catalyzed by Ga/H-MFI". United States. https://doi.org/10.1021/acscatal.7b04295. https://www.osti.gov/servlets/purl/1571106.
@article{osti_1571106,
title = {Computational Modeling of the Nature and Role of Ga Species for Light Alkane Dehydrogenation Catalyzed by Ga/H-MFI},
author = {Mansoor, Erum and Head-Gordon, Martin and Bell, Alexis T.},
abstractNote = {Ga-exchanged H-MFI zeolites are highly active for the dehydrogenation of light alkanes; however, both the nature of the active gallium species and the associated dehydrogenation mechanism have been difficult to establish. In this study, we examine the activity of Ga species in Ga/H-MFI by calculating the free energy landscapes on which all reactions occur. To this end, we use a hybrid quantum mechanics/molecular mechanics model for all electronic structure calculations. Quantum chemical calculations were carried out with a range-corrected functional and a good representation of dispersive interactions. The molecular mechanics part of our approach captures the long-range effects of Coulombic and dispersive interactions due to atoms in the extended framework. The rate-determining TS (RDTS) is identified by analysis of the free energy landscape for each mechanism, using the energetic span model. Our analysis reveals that, for reduced Ga/H-MFI, univalent and divalent gallium hydrides, [GaH2]+ and [GaH]2+, respectively, are more active for ethane dehydrogenation in comparison to H+ sites and Ga+ sites. [GaH]2+ sites consistently emerge as the most active sites for light alkane dehydrogenation, providing significant enthalpic stabilization to C-H cleavage TSs via alkyl and carbenium dehydrogenation routes. In contrast, carbenium-like C-H cleavage TSs occurring on Brønsted acid sites are enthalpically less favorable due to their limited electronic interactions with framework O atoms and H+ sites. Activation enthalpy barriers for dehydrogenation determined using the energetic span analysis are in good agreement with those measured experimentally. Accounting for entropy of activation reveals that constrained TSs become less favorable in free energy with increasing chain length. Here, we also find that an increase in enthalpic favorability of the alkyl mechanism is observed with increasing chain length for the TS responsible for the second C-H cleavage step leading to alkene formation.},
doi = {10.1021/acscatal.7b04295},
journal = {ACS Catalysis},
number = 7,
volume = 8,
place = {United States},
year = {Tue May 15 00:00:00 EDT 2018},
month = {Tue May 15 00:00:00 EDT 2018}
}
Web of Science
Works referenced in this record:
Catalytic Conversion of LPG to High-Value Aromatics: The Current State of the Art and Future Predictions
journal, January 1998
- Al-Zahrani, S. M.
- Developments in Chemical Engineering and Mineral Processing, Vol. 6, Issue 1-2
Monomolecular Conversion of Light Alkanes over H-ZSM-5
journal, December 1995
- Narbeshuber, T. F.; Vinek, H.; Lercher, J. A.
- Journal of Catalysis, Vol. 157, Issue 2
Propane Aromatization over HZSM‐5 and Ga/HZSM‐5 Catalysts
journal, February 2008
- Bhan, Aditya; Nicholas Delgass, W.
- Catalysis Reviews, Vol. 50, Issue 1
Transformation of Lower Alkanes into Aromatic Hydrocarbons over ZSM-5 Zeolites
journal, August 1992
- Ono, Yoshio
- Catalysis Reviews, Vol. 34, Issue 3
Kinetic modeling of propane aromatization reaction over HZSM-5 and GaHZSM-5
journal, February 1995
- Lukyanov, Dmitri B.; Gnep, N. Suor; Guisnet, Michel R.
- Industrial & Engineering Chemistry Research, Vol. 34, Issue 2
The Chemical State of Gallium in Working Alkane Dehydrocyclodimerization Catalysts. In situ Gallium K-Edge X-Ray Absorption Spectroscopy
journal, March 1993
- Meitzner, G.; Iglesia, E.; Baumgartner, J.
- Journal of Catalysis, Vol. 140, Issue 1, p. 209-225
On two alternative mechanisms of ethane activation over ZSM-5 zeolite modified by Zn2+ and Ga1+ cations
journal, January 2005
- Kazansky, V. B.; Subbotina, I. R.; Rane, N.
- Physical Chemistry Chemical Physics, Vol. 7, Issue 16
Correlations between Dispersion, Acidity, Reducibility, and Propane Aromatization Activity of Gallium Species Supported on HZSM5 Zeolites
journal, March 2010
- Rodrigues, Victor de O.; Eon, Jean-Guillaume; Faro, Arnaldo C.
- The Journal of Physical Chemistry C, Vol. 114, Issue 10
Characterization and reactivity of Ga+ and GaO+ cations in zeolite ZSM-5
journal, April 2006
- Rane, N.; Overweg, A.; Kazansky, V.
- Journal of Catalysis, Vol. 239, Issue 2
Organometallic model complexes elucidate the active gallium species in alkane dehydrogenation catalysts based on ligand effects in Ga K-edge XANES
journal, January 2016
- Getsoian, Andrew “Bean”; Das, Ujjal; Camacho-Bunquin, Jeffrey
- Catalysis Science & Technology, Vol. 6, Issue 16
A comprehensive density functional theory study of ethane dehydrogenation over reduced extra-framework gallium species in ZSM-5 zeolite
journal, May 2006
- Pidko, E.; Kazansky, V.; Hensen, E.
- Journal of Catalysis, Vol. 240, Issue 1
A density functional study on the effect of the zeolite cavity on its catalytic activity: The dehydrogenation and cracking reactions of isobutane over HZSM-5 and HY zeolites
journal, February 2006
- Milas, Ivan; Chaer Nascimento, Marco Antonio
- Chemical Physics Letters, Vol. 418, Issue 4-6
High ethane dehydrogenation activity of [GaH]2+Al pair sites in Ga/H-[Al]ZSM-5: A DFT thermochemical analysis of the catalytic sites under reaction conditions
journal, March 2007
- Joshi, Y.; Thomson, K.
- Journal of Catalysis, Vol. 246, Issue 2
Dehydrogenation of Light Alkanes over Isolated Gallyl Ions in Ga/ZSM-5 Zeolites
journal, September 2007
- Pidko, Evgeny A.; Hensen, Emiel J. M.; van Santen, Rutger A.
- The Journal of Physical Chemistry C, Vol. 111, Issue 35
Quantum chemical calculation of the catalytic reaction of ethane dehydrogenation on gallium oxide-hydroxide binuclear clusters in oxidized GaO/ZSM-5 zeolite
journal, September 2009
- Kuz’min, I. V.; Zhidomirov, G. M.; Solkan, V. N.
- Kinetics and Catalysis, Vol. 50, Issue 5
Cluster Model DFT Study of CO Adsorption to Gallium Ions in Ga/HZSM-5
journal, March 2008
- Zhidomirov, George M.; Shubin, Alexander A.; Milov, M. A.
- The Journal of Physical Chemistry C, Vol. 112, Issue 9
The roles of gallium hydride and Brønsted acidity in light alkane dehydrogenation mechanisms using Ga-exchanged HZSM-5 catalysts: A DFT pathway analysis
journal, July 2005
- Joshi, Yogesh V.; Thomson, Kendall T.
- Catalysis Today, Vol. 105, Issue 1
Effect of the Zeolite Cavity on the Mechanism of Dehydrogenation of Light Alkanes over Gallium-Containing Zeolites
journal, April 2011
- Pereira, Marcio Soares; da Silva, Alexander Martins; Nascimento, Marco Antonio Chaer
- The Journal of Physical Chemistry C, Vol. 115, Issue 20, p. 10104-10113
Theoretical Study on the Dehydrogenation Reaction of Alkanes Catalyzed by Zeolites Containing Nonframework Gallium Species
journal, February 2006
- Pereira, Marcio Soares; Chaer Nascimento, Marco Antonio
- The Journal of Physical Chemistry B, Vol. 110, Issue 7
Ethane conversion: Kinetic evidence for the competition of consecutive steps for the same active centre
journal, April 1997
- Bandiera, Jean; Taârit, Younès Ben
- Applied Catalysis A: General, Vol. 152, Issue 1
Density functional theory studies of nitrous oxide adsorption and decomposition on Ga-ZSM-5
journal, January 2007
- Solkan, V. N.; Zhidomirov, G. M.; Kazansky, V. B.
- International Journal of Quantum Chemistry, Vol. 107, Issue 13
Water-Promoted Hydrocarbon Activation Catalyzed by Binuclear Gallium Sites in ZSM-5 Zeolite
journal, September 2007
- Hensen, Emiel J. M.; Pidko, Evgeny A.; Rane, Neelesh
- Angewandte Chemie International Edition, Vol. 46, Issue 38
Effects of pretreatments on state of gallium and aromatization activity of gallium/ZSM-5 catalysts
journal, May 1992
- Dooley, Kerry M.; Chang, Chauchyun; Price, Geoffrey L.
- Applied Catalysis A: General, Vol. 84, Issue 1
Identity and chemical function of gallium species inferred from microkinetic modeling studies of propane aromatization over Ga/HZSM-5 catalysts
journal, May 2010
- Krishnamurthy, Gowri; Bhan, Aditya; Delgass, W. Nicholas
- Journal of Catalysis, Vol. 271, Issue 2
Structure−Reactivity Relationship for Catalytic Activity of Gallium Oxide and Sulfide Clusters in Zeolite
journal, February 2009
- Pidko, Evgeny A.; van Santen, Rutger A.
- The Journal of Physical Chemistry C, Vol. 113, Issue 11
Self-organization of extraframework cations in zeolites
journal, March 2012
- Pidko, Evgeny A.; Hensen, Emiel J. M.; van Santen, Rutger A.
- Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 468, Issue 2143
Non-localized charge compensation in zeolites: A periodic DFT study of cationic gallium-oxide clusters in mordenite
journal, April 2008
- Pidko, E.; Hensen, E.; Zhidomirov, G.
- Journal of Catalysis, Vol. 255, Issue 2
Multinuclear gallium-oxide cations in high-silica zeolites
journal, January 2009
- Pidko, Evgeny A.; van Santen, Rutger A.; Hensen, Emiel J. M.
- Physical Chemistry Chemical Physics, Vol. 11, Issue 16
Ethylene adsorption and transformation on zeolite Ga+/ZSM-5
journal, February 2015
- Kuz´min, I. V.; Sokolova, N. A.; Subbotina, I. R.
- Russian Chemical Bulletin, Vol. 64, Issue 2
Adsorption properties of oxidized gallium-modified zeolite ZSM-5 from diffuse reflectance IR and quantum-chemical data: 1. Interaction with hydrogen and ethane
journal, September 2007
- Subbotina, I. R.; Sokolova, N. A.; Kuz’min, I. V.
- Kinetics and Catalysis, Vol. 48, Issue 5
Ab Initio and Density Functional Study of the Activation Barrier for Ethane Cracking in Cluster Models of Zeolite H-ZSM-5
journal, February 2000
- Zygmunt, S. A.; Curtiss, L. A.; Zapol, P.
- The Journal of Physical Chemistry B, Vol. 104, Issue 9
Mechanisms of Hydrogen Exchange of Methane with H-Zeolite Y: An ab Initio Embedded Cluster Study
journal, June 2000
- Vollmer, James M.; Truong, Thanh N.
- The Journal of Physical Chemistry B, Vol. 104, Issue 26
Theoretical Investigation of Benzene Alkylation with Ethene over H-ZSM-5
journal, September 2008
- Hansen, Niels; Brüggemann, Till; Bell, Alexis T.
- The Journal of Physical Chemistry C, Vol. 112, Issue 39
Impact of long-range electrostatic and dispersive interactions on theoretical predictions of adsorption and catalysis in zeolites
journal, August 2018
- Mansoor, Erum; Van der Mynsbrugge, Jeroen; Head-Gordon, Martin
- Catalysis Today, Vol. 312
The Roles of Entropy and Enthalpy in Stabilizing Ion-Pairs at Transition States in Zeolite Acid Catalysis
journal, August 2011
- Gounder, Rajamani; Iglesia, Enrique
- Accounts of Chemical Research, Vol. 45, Issue 2
Improved Force-Field Parameters for QM/MM Simulations of the Energies of Adsorption for Molecules in Zeolites and a Free Rotor Correction to the Rigid Rotor Harmonic Oscillator Model for Adsorption Enthalpies
journal, January 2015
- Li, Yi-Pei; Gomes, Joseph; Mallikarjun Sharada, Shaama
- The Journal of Physical Chemistry C, Vol. 119, Issue 4
Theoretical Analysis of the Influence of Pore Geometry on Monomolecular Cracking and Dehydrogenation of n -Butane in Brønsted Acidic Zeolites
journal, March 2017
- Van der Mynsbrugge, Jeroen; Janda, Amber; Mallikarjun Sharada, Shaama
- ACS Catalysis, Vol. 7, Issue 4
Insights into the Kinetics of Cracking and Dehydrogenation Reactions of Light Alkanes in H-MFI
journal, June 2013
- Mallikarjun Sharada, Shaama; Zimmerman, Paul M.; Bell, Alexis T.
- The Journal of Physical Chemistry C, Vol. 117, Issue 24
Selection and Validation of Charge and Lennard-Jones Parameters for QM/MM Simulations of Hydrocarbon Interactions with Zeolites
journal, May 2011
- Zimmerman, Paul M.; Head-Gordon, Martin; Bell, Alexis T.
- Journal of Chemical Theory and Computation, Vol. 7, Issue 6
Computational Study of p -Xylene Synthesis from Ethylene and 2,5-Dimethylfuran Catalyzed by H-BEA
journal, September 2014
- Li, Yi-Pei; Head-Gordon, Martin; Bell, Alexis T.
- The Journal of Physical Chemistry C, Vol. 118, Issue 38
Crystal Structure of Dehydrated CsZSM-5 (5.8Al): Evidence for Nonrandom Aluminum Distribution †
journal, May 2000
- Olson, David H.; Khosrovani, Nazy; Peters, Alan W.
- The Journal of Physical Chemistry B, Vol. 104, Issue 20
Accurate Prediction of Hydrocarbon Interactions with Zeolites Utilizing Improved Exchange-Correlation Functionals and QM/MM Methods: Benchmark Calculations of Adsorption Enthalpies and Application to Ethene Methylation by Methanol
journal, July 2012
- Gomes, Joseph; Zimmerman, Paul M.; Head-Gordon, Martin
- The Journal of Physical Chemistry C, Vol. 116, Issue 29
Advances in methods and algorithms in a modern quantum chemistry program package
journal, January 2006
- Shao, Yihan; Molnar, Laszlo Fusti; Jung, Yousung
- Phys. Chem. Chem. Phys., Vol. 8, Issue 27
Efficient exploration of reaction paths via a freezing string method
journal, December 2011
- Behn, Andrew; Zimmerman, Paul M.; Bell, Alexis T.
- The Journal of Chemical Physics, Vol. 135, Issue 22
Long-range corrected hybrid density functionals with damped atom–atom dispersion corrections
journal, January 2008
- Chai, Jeng-Da; Head-Gordon, Martin
- Physical Chemistry Chemical Physics, Vol. 10, Issue 44
Thirty years of density functional theory in computational chemistry: an overview and extensive assessment of 200 density functionals
journal, April 2017
- Mardirossian, Narbe; Head-Gordon, Martin
- Molecular Physics, Vol. 115, Issue 19
A look at the density functional theory zoo with the advanced GMTKN55 database for general main group thermochemistry, kinetics and noncovalent interactions
journal, January 2017
- Goerigk, Lars; Hansen, Andreas; Bauer, Christoph
- Physical Chemistry Chemical Physics, Vol. 19, Issue 48
Theoretical Study of 4-(Hydroxymethyl)benzoic Acid Synthesis from Ethylene and 5-(Hydroxymethyl)furoic Acid Catalyzed by Sn-BEA
journal, July 2016
- Li, Yi-Pei; Head-Gordon, Martin; Bell, Alexis T.
- ACS Catalysis, Vol. 6, Issue 8
Analysis of the Reaction Mechanism and Catalytic Activity of Metal-Substituted Beta Zeolite for the Isomerization of Glucose to Fructose
journal, April 2014
- Li, Yi-Pei; Head-Gordon, Martin; Bell, Alexis T.
- ACS Catalysis, Vol. 4, Issue 5
Natural bond Orbitals and Extensions of Localized Bonding Concepts
journal, January 2001
- Weinhold, Frank; Landis, Clark R.
- Chem. Educ. Res. Pract., Vol. 2, Issue 2
Advances in molecular quantum chemistry contained in the Q-Chem 4 program package
journal, September 2014
- Shao, Yihan; Gan, Zhengting; Epifanovsky, Evgeny
- Molecular Physics, Vol. 113, Issue 2
Normal Mode Analysis in Zeolites: Toward an Efficient Calculation of Adsorption Entropies
journal, March 2011
- De Moor, Bart A.; Ghysels, An; Reyniers, Marie-Françoise
- Journal of Chemical Theory and Computation, Vol. 7, Issue 4
Quantum Chemical Free Energies: Structure Optimization and Vibrational Frequencies in Normal Modes
journal, October 2013
- Piccini, GiovanniMaria; Sauer, Joachim
- Journal of Chemical Theory and Computation, Vol. 9, Issue 11
Supramolecular Binding Thermodynamics by Dispersion-Corrected Density Functional Theory
journal, July 2012
- Grimme, Stefan
- Chemistry - A European Journal, Vol. 18, Issue 32
Adsorption Thermodynamics and Intrinsic Activation Parameters for Monomolecular Cracking of n -Alkanes on Brønsted Acid Sites in Zeolites
journal, May 2015
- Janda, Amber; Vlaisavljevich, Bess; Lin, Li-Chiang
- The Journal of Physical Chemistry C, Vol. 119, Issue 19
A refinement of everyday thinking: the energetic span model for kinetic assessment of catalytic cycles: Energetic span, a refinement of everyday thinking
journal, April 2012
- Kozuch, Sebastian
- Wiley Interdisciplinary Reviews: Computational Molecular Science, Vol. 2, Issue 5
How to Conceptualize Catalytic Cycles? The Energetic Span Model
journal, February 2011
- Kozuch, Sebastian; Shaik, Sason
- Accounts of Chemical Research, Vol. 44, Issue 2
“Turning Over” Definitions in Catalytic Cycles
journal, November 2012
- Kozuch, Sebastian; Martin, Jan M. L.
- ACS Catalysis, Vol. 2, Issue 12
A Combined Kinetic−Quantum Mechanical Model for Assessment of Catalytic Cycles: Application to Cross-Coupling and Heck Reactions
journal, March 2006
- Kozuch, Sebastian; Shaik, Sason
- Journal of the American Chemical Society, Vol. 128, Issue 10
Activation of Small Alkanes in Ga-Exchanged Zeolites: A Quantum Chemical Study of Ethane Dehydrogenation
journal, March 2000
- Frash, M. V.; van Santen, R. A.
- The Journal of Physical Chemistry A, Vol. 104, Issue 11
On catalyst activation and reaction mechanisms in propane aromatization on Ga/HZSM5 catalysts
journal, September 2012
- Rodrigues, Victor de O.; Faro Júnior, Arnaldo C.
- Applied Catalysis A: General, Vol. 435-436
The Nature of the Chemical Bond. iv. the Energy of Single Bonds and the Relative Electronegativity of Atoms
journal, September 1932
- Pauling, Linus
- Journal of the American Chemical Society, Vol. 54, Issue 9
Effects of Si/Al Ratio on the Distribution of Framework Al and on the Rates of Alkane Monomolecular Cracking and Dehydrogenation in H-MFI
journal, December 2013
- Janda, Amber; Bell, Alexis T.
- Journal of the American Chemical Society, Vol. 135, Issue 51
Catalytic Consequences of Spatial Constraints and Acid Site Location for Monomolecular Alkane Activation on Zeolites
journal, February 2009
- Gounder, Rajamani; Iglesia, Enrique
- Journal of the American Chemical Society, Vol. 131, Issue 5
Different Efficiency of Zn 2+ and ZnO Species for Methane Activation on Zn-Modified Zeolite
journal, February 2017
- Gabrienko, Anton A.; Arzumanov, Sergei S.; Toktarev, Alexander V.
- ACS Catalysis, Vol. 7, Issue 3
Competitive pathways of methane activation on Zn 2+ -modified ZSM-5 zeolite: H/D hydrogen exchange with Brønsted acid sites versus dissociative adsorption to form Zn-methyl species
journal, January 2016
- Arzumanov, Sergei S.; Gabrienko, Anton A.; Freude, Dieter
- Catalysis Science & Technology, Vol. 6, Issue 16
Methane Activation on Zn 2+ -Exchanged ZSM-5 Zeolites. The Effect of Molecular Oxygen Addition
journal, October 2015
- Gabrienko, Anton A.; Arzumanov, Sergei S.; Luzgin, Mikhail V.
- The Journal of Physical Chemistry C, Vol. 119, Issue 44
The “Alkyl” and “Carbenium” Pathways of Methane Activation on Ga-Modified Zeolite BEA: 13 C Solid-State NMR and GC-MS Study of Methane Aromatization in the Presence of Higher Alkane
journal, November 2010
- Luzgin, Mikhail V.; Gabrienko, Anton A.; Rogov, Vladimir A.
- The Journal of Physical Chemistry C, Vol. 114, Issue 49
Catalytic cracking, dehydrogenation, and aromatization of isobutane over Ga/HZSM-5 and Zn/HZSM-5 at low pressures
journal, January 2002
- Sun, Yanping; Brown, Trevor C.
- International Journal of Chemical Kinetics, Vol. 34, Issue 8
Lewis–Brønsted Acid Pairs in Ga/H-ZSM-5 To Catalyze Dehydrogenation of Light Alkanes
journal, February 2018
- Schreiber, Moritz W.; Plaisance, Craig P.; Baumgärtl, Martin
- Journal of the American Chemical Society, Vol. 140, Issue 14
Works referencing / citing this record:
Quantification and Statistical Analysis of Errors Related to the Approximate Description of Active Site Models in Metal‐Exchanged Zeolites
journal, September 2019
- Thirumalai, Hari; Rimer, Jeffrey D.; Grabow, Lars C.
- ChemCatChem, Vol. 11, Issue 20