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        <datestamp>2026-09-22T00:05:15Z</datestamp>
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        <oai_dc:dc xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"  xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
          <dc:title>Molecular Insights
into the Effect of Nanoscale Surface
Roughness on CO&lt;sub&gt;2&lt;/sub&gt; Hydrate Nucleation: Implications for Carbon
Sequestration</dc:title>
          <dc:creator>Fengyi Mi (12244409)</dc:creator>
          <dc:creator>Hongjuan Sun (509861)</dc:creator>
          <dc:creator>Shiyuan Zhan (25085902)</dc:creator>
          <dc:creator>Wei Li (7081)</dc:creator>
          <dc:creator>Jing Wu (54032)</dc:creator>
          <dc:creator>Zhun Zhang (4520680)</dc:creator>
          <dc:creator>Bin Fang (251525)</dc:creator>
          <dc:creator>Fulong Ning (4520674)</dc:creator>
          <dc:subject>Biophysics</dc:subject>
          <dc:subject>Physical Sciences not elsewhere classified</dc:subject>
          <dc:subject>Medicine</dc:subject>
          <dc:subject>Molecular Biology</dc:subject>
          <dc:subject>Chemical Sciences not elsewhere classified</dc:subject>
          <dc:subject>Ecology</dc:subject>
          <dc:subject>Biological Sciences not elsewhere classified</dc:subject>
          <dc:subject>Inorganic Chemistry</dc:subject>
          <dc:subject>Computational  Biology</dc:subject>
          <dc:subject>stage supersaturation levels</dc:subject>
          <dc:subject>slow formation kinetics</dc:subject>
          <dc:subject>rough topographies disrupt</dc:subject>
          <dc:subject>establishing higher early</dc:subject>
          <dc:subject>clear inverse relationship</dc:subject>
          <dc:subject>clathrate cage crystallization</dc:subject>
          <dc:subject>perfectly smooth surface</dc:subject>
          <dc:subject>nanoscale surface roughness</dc:subject>
          <dc:subject>bulk aqueous phase</dc:subject>
          <dc:subject>2 &lt;/ sub</dc:subject>
          <dc:subject>nucleation induction time</dc:subject>
          <dc:subject>carbon sequestration hydrate</dc:subject>
          <dc:subject>induction time</dc:subject>
          <dc:subject>surface packing</dc:subject>
          <dc:subject>aqueous domain</dc:subject>
          <dc:subject>nucleation mechanism</dc:subject>
          <dc:subject>hydrate nucleation</dc:subject>
          <dc:subject>stable accumulation</dc:subject>
          <dc:subject>results indicate</dc:subject>
          <dc:subject>reservoir engineering</dc:subject>
          <dc:subject>practical application</dc:subject>
          <dc:subject>molecular level</dc:subject>
          <dc:subject>molecular insights</dc:subject>
          <dc:subject>kinetic promoter</dc:subject>
          <dc:subject>gas films</dc:subject>
          <dc:subject>bubble boundary</dc:subject>
          <dc:description>Hydrate-based CO&lt;sub&gt;2&lt;/sub&gt; sequestration is a promising
carbon
storage technology, but its practical application is hindered by slow
formation kinetics. Understanding the nucleation mechanism at a molecular
level is crucial for optimizing this process. Herein, systematic microsecond
molecular dynamics simulations are employed to investigate the effect
of nanoscale surface roughness on CO&lt;sub&gt;2&lt;/sub&gt; hydrate nucleation.
These results indicate that nanoscale surface roughness acts as a
kinetic promoter for CO&lt;sub&gt;2&lt;/sub&gt; hydrate nucleation. A clear inverse
relationship between the degree of nanoscale surface roughness and
the induction time is observed, with the most topographically complex
surface reducing the nucleation induction time by over 60% compared
to a perfectly smooth surface. The underlying molecular mechanism
operates via an indirect kinetic promotion pathway where the rough
topographies disrupt the stable accumulation of gas films on the substrate.
By geometrically hindering dense CO&lt;sub&gt;2&lt;/sub&gt; surface packing, the
nanoscale corrugations accelerate gas dissolution into the bulk aqueous
phase, establishing higher early-stage supersaturation levels that
lower the barrier for clathrate cage crystallization. Concurrently,
the topographical corrugations restrict dense gas film formation and
modulate interfacial fluid dynamics, facilitating rapid gas transfer
into the aqueous domain and driving clathrate crystallization near
the bubble boundary. These molecular insights further broaden the
understanding of hydrate-based CO&lt;sub&gt;2&lt;/sub&gt; sequestration, especially
in reservoir engineering or the selection of suitable CO&lt;sub&gt;2&lt;/sub&gt; sequestration sites.</dc:description>
          <dc:date>2026-09-21T00:00:00Z</dc:date>
          <dc:type>Dataset</dc:type>
          <dc:type>Media</dc:type>
          <dc:identifier>10.1021/acs.est.6c01252.s002</dc:identifier>
          <dc:relation>https://figshare.com/articles/media/Molecular_Insights_into_the_Effect_of_Nanoscale_Surface_Roughness_on_CO_sub_2_sub_Hydrate_Nucleation_Implications_for_Carbon_Sequestration/33960289</dc:relation>
          <dc:rights>CC BY-NC 4.0</dc:rights>
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