Center for Molecular Modeling - R. Millan https://molmod.ugent.be/publication-authors/r-millan en Mobility and Reactivity of Cu+ Species in Cu-CHA Catalysts under NH3-SCR-NOx Reaction Conditions: Insights from AIMD Simulations https://molmod.ugent.be/publications/mobility-and-reactivity-cu-species-cu-cha-catalysts-under-nh3-scr-nox-reaction <div class="field field-name-field-a1-image field-type-image field-label-hidden"> <div class="field-items"> <div class="field-item even"><img typeof="foaf:Image" src="//molmod.ugent.be/sites/default/files/styles/large/public/au1c00337_0010.jpeg?itok=z0T5PrQx" width="620" height="323" alt="" /></div> </div> </div> <div class="field field-name-field-a1-authors field-type-taxonomy-term-reference field-label-hidden"> <span class="field-items"> R. Millan, P. Cnudde, V. Van Speybroeck, M. Boronat </span> </div> <div class="field field-name-field-journal-title field-type-taxonomy-term-reference field-label-hidden"> <span class="field-items"> JACS Au (Journal of the American Chemical Society) </span> </div> <div class="field field-name-field-vol-iss field-type-text field-label-hidden"> <div class="field-items"> <div class="field-item even">1 (10), 1778–1787</div> </div> </div> <div class="field field-name-field-a1year field-type-datestamp field-label-hidden"> <div class="field-items"> <div class="field-item even"><span class="date-display-single" property="dc:date" datatype="xsd:dateTime" content="2021-01-01T00:00:00+01:00">2021</span></div> </div> </div> <div class="field field-name-field-a1-type field-type-list-text field-label-hidden"> <div class="field-items"> <div class="field-item even">A1</div> </div> </div> <div class="field field-name-field-not-a-cmm-publication field-type-list-boolean field-label-hidden"> <div class="field-items"> <div class="field-item even"></div> </div> </div> <div class="field field-name-body field-type-text-with-summary field-label-above"> <h3><div class="field-label">Abstract&nbsp;</div></h3> <div class="field-items"> <div class="field-item even" property="content:encoded"><div class="tex2jax"><p>The mobility of the copper cations acting as active sites for the selective catalytic reduction of nitrogen oxides with ammonia in Cu-CHA catalysts varies with temperature and feed composition. Herein, the migration of [Cu(NH3)2]+ complexes between two adjacent cavities of the chabazite structure, including other reactant molecules (NO, O2, H2O, and NH3), in the initial and final cavities is investigated using ab initio molecular dynamics (AIMD) simulations combined with enhanced sampling techniques to describe hopping events from one cage to the other. We find that such diffusion is only significantly hindered by the presence of excess NH3 or NO in the initial cavity, since both reactants form with [Cu(NH3)2]+ stable intermediates which are too bulky to cross the 8-ring windows connecting the cavities. The presence of O2 modifies strongly the interaction of NO with Cu+. At low temperatures, we observe NO detachment from Cu+ and increased mobility of the [Cu(NH3)2]+ complex, while at high temperatures, NO reacts spontaneously with O2 to form NO2. The present simulations give evidence for recent experimental observations, namely, an NH3 inhibition effect on the SCR reaction at low temperatures, and transport limitations of NO and NH3 at high temperatures. Our first principle simulations mimicking operating conditions support the existence of two different reaction mechanisms operating at low and high temperatures, the former involving dimeric Cu(NH3)2-O2-Cu(NH3)2 species and the latter occurring by direct NO oxidation to NO2 in one single cavity.</p> </div></div> </div> </div> <div class="field field-name-field-open-access field-type-list-boolean field-label-hidden"> <div class="field-items"> <div class="field-item even"></div> </div> </div> <div class="field field-name-field-open-access-type field-type-list-text field-label-hidden"> <div class="field-items"> <div class="field-item even">Gold Open Access</div> </div> </div> <div class="field field-name-field-doi field-type-text field-label-above"> <h3><div class="field-label">DOI&nbsp;</div></h3> <div class="field-items"> <div class="field-item even"><div class="tex2jax"><p><a href="http://dx.doi.org/10.1021/jacsau.1c00337">http://dx.doi.org/10.1021/jacsau.1c00337</a></p> </div></div> </div> </div> Fri, 17 Sep 2021 15:35:11 +0000 cnudde 5816 at https://molmod.ugent.be https://molmod.ugent.be/publications/mobility-and-reactivity-cu-species-cu-cha-catalysts-under-nh3-scr-nox-reaction#comments Theoretical and Spectroscopic Evidence of the Dynamic Nature of Copper Active Sites in Cu-CHA Catalysts under Selective Catalytic Reduction (NH3–SCR–NOx) Conditions https://molmod.ugent.be/publications/theoretical-and-spectroscopic-evidence-dynamic-nature-copper-active-sites-cu-cha <div class="field field-name-field-a1-authors field-type-taxonomy-term-reference field-label-hidden"> <span class="field-items"> R. Millan, P. Cnudde, A.E.J. Hoffman, C.W. Lopes, P. Concepcion, V. Van Speybroeck, M. Boronat </span> </div> <div class="field field-name-field-journal-title field-type-taxonomy-term-reference field-label-hidden"> <span class="field-items"> Journal of Physical Chemistry Letters </span> </div> <div class="field field-name-field-vol-iss field-type-text field-label-hidden"> <div class="field-items"> <div class="field-item even">11, 23, 10060-10066</div> </div> </div> <div class="field field-name-field-a1year field-type-datestamp field-label-hidden"> <div class="field-items"> <div class="field-item even"><span class="date-display-single" property="dc:date" datatype="xsd:dateTime" content="2020-01-01T00:00:00+01:00">2020</span></div> </div> </div> <div class="field field-name-field-a1-type field-type-list-text field-label-hidden"> <div class="field-items"> <div class="field-item even">A1</div> </div> </div> <div class="field field-name-field-not-a-cmm-publication field-type-list-boolean field-label-hidden"> <div class="field-items"> <div class="field-item even"></div> </div> </div> <div class="field field-name-body field-type-text-with-summary field-label-above"> <h3><div class="field-label">Abstract&nbsp;</div></h3> <div class="field-items"> <div class="field-item even" property="content:encoded"><div class="tex2jax"><p>The dynamic nature of the copper cations acting as active sites for selective catalytic reduction of nitrogen oxides with ammonia is investigated using a combined theoretical and spectroscopic approach. Ab initio molecular dynamics simulations of Cu-CHA catalysts in contact with reactants and intermediates at realistic operating conditions show that only ammonia is able to release Cu+ and Cu2+ cations from their positions coordinated to the zeolite framework, forming mobile Cu+(NH3)2 and Cu2+(NH3)4 complexes that migrate to the center of the cavity. Herein, we give evidence that such mobilization of copper cations modifies the vibrational fingerprint in the 800–1000 cm–1 region of the IR spectra. Bands associated with the lattice asymmetric T-O-T vibrations are perturbed by the presence of coordinated cations, and allow one to experimentally follow the dynamic reorganization of the active sites at operating conditions.</p> </div></div> </div> </div> <div class="field field-name-field-open-access field-type-list-boolean field-label-hidden"> <div class="field-items"> <div class="field-item even"></div> </div> </div> <div class="field field-name-field-doi field-type-text field-label-above"> <h3><div class="field-label">DOI&nbsp;</div></h3> <div class="field-items"> <div class="field-item even"><div class="tex2jax"><p><a href="http://dx.doi.org/10.1021/acs.jpclett.0c03020">http://dx.doi.org/10.1021/acs.jpclett.0c03020</a></p> </div></div> </div> </div> Thu, 03 Dec 2020 08:53:24 +0000 cnudde 5678 at https://molmod.ugent.be https://molmod.ugent.be/publications/theoretical-and-spectroscopic-evidence-dynamic-nature-copper-active-sites-cu-cha#comments Machine Learning Assisted Decoding of Light Olefin Transport in Cage-Based Zeolites https://molmod.ugent.be/c1_c3_publications/machine-learning-assisted-decoding-light-olefin-transport-cage-based-zeolites <div class="field field-name-field-a1-authors field-type-taxonomy-term-reference field-label-hidden"> <span class="field-items"> <a href="/publication-authors/p-cnudde" typeof="skos:Concept" property="rdfs:label skos:prefLabel" datatype="">P. Cnudde</a>, <a href="/publication-authors/r-millan" typeof="skos:Concept" property="rdfs:label skos:prefLabel" datatype="">R. Millan</a>, <a href="/publication-authors/m-boronat" typeof="skos:Concept" property="rdfs:label skos:prefLabel" datatype="">M. Boronat</a>, <a href="/publication-authors/v-van-speybroeck" typeof="skos:Concept" property="rdfs:label skos:prefLabel" datatype="">V. Van Speybroeck</a> </span> </div> <div class="field field-name-field-isbn-issn field-type-text field-label-hidden"> <div class="field-items"> <div class="field-item even">ISBN/ISSN:</div> </div> </div> <div class="field field-name-field-poster-or-talk field-type-list-text field-label-hidden"> <div class="field-items"> <div class="field-item even">Talk</div> </div> </div> <div class="field field-name-field-conference-name field-type-text field-label-above"> <h3><div class="field-label">Conference / event / venue&nbsp;</div></h3> <div class="field-items"> <div class="field-item even">21st International Zeolite Conference</div> </div> </div> <div class="field field-name-field-conference-location field-type-text field-label-hidden"> <div class="field-items"> <div class="field-item even">Dalian, China</div> </div> </div> <div class="field field-name-field-conference-dates field-type-date field-label-hidden"> <div class="field-items"> <div class="field-item even"><span class="date-display-range"><span class="date-display-start" property="dc:date" datatype="xsd:dateTime" content="2025-07-13T00:00:00+02:00">Sunday, 13 July, 2025</span> to <span class="date-display-end" property="dc:date" datatype="xsd:dateTime" content="2025-07-18T00:00:00+02:00">Friday, 18 July, 2025</span></span></div> </div> </div> Tue, 14 Oct 2025 09:00:37 +0000 cnudde 6484 at https://molmod.ugent.be https://molmod.ugent.be/c1_c3_publications/machine-learning-assisted-decoding-light-olefin-transport-cage-based-zeolites#comments