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Record W4417313013 · doi:10.1016/j.apcatb.2025.126319

Tailoring facet sensitivity in anatase titania for selective photocatalytic oxidation of methane to formaldehyde

2025· article· en· W4417313013 on OpenAlexfundno aff
Di Hu, Jiaxin Chen, Xiufan Liu, Xinjie Song, Junnan Tao, Shuai Lyu, Siyang Li, Yuheng Jiang, Bastian Mei, Andreï Y. Khodakov

Bibliographic record

VenueApplied Catalysis B: Environmental · 2025
Typearticle
Languageen
FieldChemical Engineering
TopicCatalysis and Oxidation Reactions
Canadian institutionsnot available
FundersNatural Science Foundation of Hubei ProvinceAgence Nationale de la RechercheHubei Provincial Department of EducationHuaibei Normal UniversityEuropean Society of RadiologySpinal Cord Injury Canada
KeywordsPhotocatalysisMethaneAnataseFormaldehydeSelectivityCatalysis

Abstract

fetched live from OpenAlex

Photocatalytic methane oxidation is a promising route to produce formaldehyde, yet achieving high efficiency, selectivity, and stability with cost-effective systems remains challenging. Here, we uncover facet sensitivity in the methane photocatalytic oxidation over anatase TiO 2 {001}/{101} junctions. The truncated octahedral bipyramid, exposing 62 % {001} and 38 % {101} facets, exhibits superior photocatalytic performance for methane-to-formaldehyde conversion under ambient conditions. Band structure, carrier dynamics, and mechanistic studies reveal that surface-bound methoxy species (OCH 3 ) act as key intermediates, facilitated by enhanced charge separation and transfer across the {001}/{101} facet junctions. The higher OCH 3 /•OH (hydroxyl radicals) ratio promotes selective methane oxidation to HCHO while suppressing deep oxidation to CO 2 . Furthermore, integration into a microtube reactor with optimized light harvesting and gas–solid–liquid mass transfer boosts performance, achieving a high formaldehyde production rate of 280 mmol g cat −1 h −1 L −1 (2.24 µmol h −1 ) with 100 % selectivity in liquid-phase. This work offers an efficient and scalable approach to catalyst and process engineering for sustainable formaldehyde production via photocatalytic methane conversion. • Facet sensitivity in the methane oxidation over anatase TiO 2 {001}/{101} junctions. • Surface-bound methoxy species (*OCH 3 ) act as key intermediates. • Integration into an optimized microtube reactor boosts the performance. • 100 % formaldehyde selectivity in the liquid phase has been achieved.

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 score0.003

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 head0.006
GPT teacher head0.230
Teacher spread0.224 · 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

Citations7
Published2025
Admission routes1
Has abstractyes

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