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Record W4404436420 · doi:10.1021/acscatal.4c04745

Thermochemical Correlations of Redox and Brønsted Sites on Bifunctional Polyoxometalate Clusters and Their Kinetic Consequences in Methanol-O<sub>2</sub> Catalysis

2024· article· en· W4404436420 on OpenAlexafffund
Guangming Cai, Ya-Huei Cathy Chin

Bibliographic record

VenueACS Catalysis · 2024
Typearticle
Languageen
FieldMaterials Science
TopicPolyoxometalates: Synthesis and Applications
Canadian institutionsUniversity of Toronto
FundersNatural Sciences and Engineering Research Council of CanadaSuncor Energy Incorporated
KeywordsPolyoxometalateBifunctionalCatalysisRedoxMethanolChemistryKinetic energyBrønsted–Lowry acid–base theoryElectrocatalystInorganic chemistryPhysical chemistryElectrochemistryOrganic chemistry

Abstract

fetched live from OpenAlex

Kinetic interconnectivities of methanol oxidative dehydrogenation and dehydration are manifestation of the underlying thermochemical/electronic correlations between redox and Brønsted sites on bifunctional Keggin-type polyoxometalate (POM) phosphomolybdic acid clusters with their electronic properties perturbed by sodium cation exchange (H x Na 3– x PMo, x = 3–0). As sodium exchange increases, activation free energies for the elementary C–H scission in methanol oxidative dehydrogenation, occurring at isolated redox sites (O*) or Brønsted acid-redox site pairs (OH/O*), and for the first-order C–O formation in methanol dehydration, occurring at Brønsted sites, increase proportionally within 10–11 kJ mol –1 at 433 K, while their activation enthalpies exhibit an inverse correlation. A Born–Haber thermochemical analysis reveals the reasons behind the site interconnectivities by establishing their respective kinetic-thermochemical relationships. The kinetically relevant C–H scission involves a late transition state, either [HOCH 2 ···H···O*] ‡ at O* or [OH···HOCH 2 ···H···O*] ‡ at OH/O*, with the transfer of an electron (e – ) and a proton (H + ) as an H atom (H•) from the methyl fragment to redox sites, where hydrogen addition energy (HAE), comprising the negative electron affinity (− EA POM ) and proton affinity (−PA) of POM clusters, is a kinetic descriptor. The parallel methanol C–O formation features a late carbocationic transition state, [(CH 3 OH···CH 3 + ···H 2 O)···POM – ] ‡, involving proton transfer from POM clusters to adsorbed methanol species, where the deprotonation energy (DPE) of the Brønsted site serves as a kinetic descriptor. Notably, hydrogen addition energy decreases by ∼23 kJ mol –1, while deprotonation energy increases by 80–230 kJ mol –1, as sodium exchange increases. This slight negative thermochemical correlation arises from the inherent opposing proton transfers during redox (−PA) and Brønsted acid catalysis (DPE), modulated by the energetic effect of electron transfer (− EA POM ) upon sodium exchange on H x Na 3– x PMo clusters ( x = 3–1). The mechanistic interpretation and framework established here explicitly correlate the kinetic, thermochemical, and electronic properties of redox and Brønsted sites, offering insights into their intrinsic reactivity couplings, and are applicable to other bifunctional catalysts.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.014
GPT teacher head0.232
Teacher spread0.218 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations6
Published2024
Admission routes2
Has abstractyes

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