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        <datestamp>2026-10-01T16:03:58Z</datestamp>
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          <dc:title>Capturing Even
the Invisible: A Comprehensive Understanding
of Methyl Viologen Adsorption Distribution on Clay Nanosheets</dc:title>
          <dc:creator>Emiko Nakayama (25157376)</dc:creator>
          <dc:creator>Yohei Ishida (1620340)</dc:creator>
          <dc:creator>Yoshinori Tahara (24580970)</dc:creator>
          <dc:creator>Tetsuya Shimada (1544203)</dc:creator>
          <dc:creator>Shinsuke Takagi (1544209)</dc:creator>
          <dc:subject>Biophysics</dc:subject>
          <dc:subject>Biochemistry</dc:subject>
          <dc:subject>Biotechnology</dc:subject>
          <dc:subject>Environmental Sciences not elsewhere classified</dc:subject>
          <dc:subject>Chemical Sciences not elsewhere classified</dc:subject>
          <dc:subject>Ecology</dc:subject>
          <dc:subject>Inorganic Chemistry</dc:subject>
          <dc:subject>intermolecular electron transfer</dc:subject>
          <dc:subject>dye molecules distribute</dc:subject>
          <dc:subject>dimensional dye arrays</dc:subject>
          <dc:subject>intensity ratio obtained</dc:subject>
          <dc:subject>fluorescence measurements </dc:subject>
          <dc:subject>complex adsorption distribution</dc:subject>
          <dc:subject>aggregate population reached</dc:subject>
          <dc:subject>isolated adsorbed monomers</dc:subject>
          <dc:subject>nonemissive component invisible</dc:subject>
          <dc:subject>adsorption distribution</dc:subject>
          <dc:subject>invisible component</dc:subject>
          <dc:subject>adsorbed species</dc:subject>
          <dc:subject>nonemissive h</dc:subject>
          <dc:subject>work provides</dc:subject>
          <dc:subject>van ’</dc:subject>
          <dc:subject>thermodynamic understanding</dc:subject>
          <dc:subject>synthetic saponite</dc:subject>
          <dc:subject>state fluorescence</dc:subject>
          <dc:subject>ssa ).</dc:subject>
          <dc:subject>quantification including</dc:subject>
          <dc:subject>methyl viologen</dc:subject>
          <dc:subject>isolated arrangement</dc:subject>
          <dc:subject>inorganic surfaces</dc:subject>
          <dc:subject>hydrophobic interaction</dc:subject>
          <dc:subject>hoff analysis</dc:subject>
          <dc:subject>fluorescence lifetimes</dc:subject>
          <dc:subject>electrostatic attraction</dc:subject>
          <dc:subject>designing two</dc:subject>
          <dc:subject>demonstrated control</dc:subject>
          <dc:subject>deliberately controlled</dc:subject>
          <dc:subject>comprehensive understanding</dc:subject>
          <dc:subject>closely spaced</dc:subject>
          <dc:subject>cationic charge</dc:subject>
          <dc:subject>alkyl chain</dc:subject>
          <dc:subject>293 k</dc:subject>
          <dc:description>Fully
understanding how dye molecules distribute over a solid surface
demands three things at once: capturing the entire populationincluding
a nonemissive component invisible to both steady-state fluorescence
and fluorescence-lifetime measurementspinpointing the interactions
that govern it, and proving that it can be deliberately controlled.
Here, we achieved all three for the system of methyl viologen (MV&lt;sup&gt;2+&lt;/sup&gt;) and synthetic saponite (SSA). First, using the difference
between the emission-intensity ratio obtained by steady-state fluorescence
and that obtained from fluorescence lifetimes, we quantified the adsorption
distributionincluding the nonemissive H-aggregate that does
not appear in fluorescence measurementsas three states: (i)
isolated adsorbed monomers, (ii) closely spaced monomers self-quenched
by intermolecular electron transfer, and (iii) nonemissive H-aggregates.
The H-aggregate population reached about 70% of all adsorbed species
at a loading of 50% relative to the CEC. Second, a van’t Hoff
analysis of the equilibrium between the isolated and closely spaced
monomers separated Δ&lt;i&gt;H&lt;/i&gt; (electrostatic attraction,
which stabilizes the isolated arrangement) and Δ&lt;i&gt;S&lt;/i&gt; (hydrophobic interaction, which stabilizes the closely spaced arrangement),
showing that Δ&lt;i&gt;S&lt;/i&gt; dominates at 293 K. Third,
lengthening the alkyl chain from C1 to C8, which strengthens the hydrophobic
interaction without changing the cationic charge, shifted the closely
spaced (short-lifetime) fraction from 63% to 88%, thereby demonstrating
control of the adsorption distribution. Through quantification including
the invisible component, thermodynamic understanding, and demonstrated
control, this work provides a comprehensive understanding of a complex
adsorption distribution and a guideline for designing two-dimensional
dye arrays on inorganic surfaces.</dc:description>
          <dc:date>2026-10-01T00:00:00Z</dc:date>
          <dc:type>Text</dc:type>
          <dc:type>Journal contribution</dc:type>
          <dc:identifier>10.1021/acs.jpcc.6c04409.s001</dc:identifier>
          <dc:relation>https://figshare.com/articles/journal_contribution/Capturing_Even_the_Invisible_A_Comprehensive_Understanding_of_Methyl_Viologen_Adsorption_Distribution_on_Clay_Nanosheets/34046868</dc:relation>
          <dc:rights>CC BY-NC 4.0</dc:rights>
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