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Water-Lubricated CO<sub>2</sub> and CH<sub>4</sub> Transport in Crystalline Silica Mesopores: A Molecular Dynamics Study

2024· article· en· W4402401587 on OpenAlexafffund
Lian Duan, Zhehui Jin

Bibliographic record

VenueEnergy & Fuels · 2024
Typearticle
Languageen
FieldEnvironmental Science
TopicCO2 Sequestration and Geologic Interactions
Canadian institutionsUniversity of Alberta
FundersNatural Sciences and Engineering Research Council of CanadaAlliance de recherche numérique du CanadaChina Scholarship Council
KeywordsMolecular dynamicsMesoporous materialChemistryMesoporous silicaChemical engineeringMaterials scienceCrystallographyOrganic chemistryComputational chemistryCatalysis

Abstract

fetched live from OpenAlex

In this study, we use molecular dynamics simulation to study slippage behaviors of pressure-driven CO 2 and CH 4 flows with water films in β-cristobalite mesopores. Significant differences in water-induced enhancement in gas slippage are observed in comparison to pure CO 2 and CH 4 flows: the presence of water films leads to a notable increase in slippage for CO 2 flow, whereas its effect on CH 4 flow is insignificant. The water films on surface generally deplete gas molecules. The density peak significantly decreases in the CO 2 adsorption layer, whereas the CH 4 adsorption layer shows a negligible density change. Water molecules tend to accumulate at the center of surface ring structures, forming strong hydrogen bonds with the surface hydroxyl groups parallel to surface. As a result, water molecules fill the interfacial roughness by squeezing out CO 2, which is supposed to penetrate into the ring structure. Therefore, CO 2 -averaged topologically accessible planes are less curved, which enhances the mobility of the interfacial CO 2 molecules. However, CH 4 -averaged topologically accessible planes show an insignificant change with water films. Consequently, CO 2 transport behaviors are more sensitive to the presence of water films on β-cristobalite surfaces. This study highlights the influence of water films on gas slippage, offering important insights into gas sequestration.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.034
Threshold uncertainty score0.829

Codex and Gemma teacher scores by category

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)0.0000.000

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 head0.007
GPT teacher head0.228
Teacher spread0.222 · 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 teacher head, 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

Citations5
Published2024
Admission routes2
Has abstractyes

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