53 research outputs found
Unveiling the Role of Electrostatic Forces on Attraction between Opposing Polyelectrolyte Brushes
Electrostatic interaction and molecular excluded-volume
effects
are responsible for a plethora of nonintuitive phenomena in soft-matter
systems, including local charge inversion and attraction between similar
charges. In the current work, we study the surface forces and swelling
behavior of opposing polyelectrolyte brushes using a classical density
functional theory that accounts for electrostatic and excluded-volume
correlations. We observe that the detachment pressure between similarly
charged brushes is sensitive to salt concentration in both the osmotic
and salted regimes and can be negative in the presence of multivalent
counterions. A comparison of the theoretical results with the mean-field
predictions unravels the role of correlation effects in determining
the surface forces and brush structure. For systems containing multivalent
counterions, the detachment pressure attains negative values at an
intermediate brush–brush separation, and the attractive region
in the pressure vs distance plot is magnified in terms of both the
depth and width of attraction with increasing counterion valency.
However, the interbrush attraction vanishes when the size-induced
correlations are switched off. We also investigated the role of counterion
size and polymer chain length on the detachment pressure. It is found
that smaller counterions are more effective in neutralizing the polymer
charge than bigger counterions, leading to a reduced interbrush repulsion
and, in some cases, attraction between like-charged brushes at intermediate
distances. Meanwhile, varying the chain length of the grafted polymers
only shifts the location of the attraction basin, with little influence
on the interaction strength. The theoretical predictions show qualitative
agreement with experimental observations and offer valuable insights
into the interaction between similarly charged polymer brushes in
the presence of multivalent ions
Molecular Theory of Hydration at Different Temperatures
Solvation
plays an important role in diverse chemical processes
ranging from reaction kinetics to molecular recognition, solubility,
and phase separations. Despite a long-history of theoretical exploration,
quantitative prediction of solvation remains a theoretical challenge
without relying on the macroscopic properties of the solvent as an
input. Here we present a molecular density functional theory that
provides a self-consistent description of the solvation structure
and thermodynamic properties of small organic molecules in liquid
water at different temperatures. Based on the solute configuration
and force-field parameters generated from first-principles calculations,
the theoretical predictions are found in good agreement with experimental
data for the hydration free energies of 197 organic molecules in a
temperature range from 0 to 40 °C. In addition to calibration
with experimental results, the theoretical predictions are compared
with recent molecular dynamics simulations for the hydration of five
highly explosive nitrotoluenes. This work demonstrates the potential
of the classical density functional theory for high-throughput prediction of solvation
properties over a broad range of temperatures
Thermodynamic and Structural Evidence for Reduced Hydrogen Bonding among Water Molecules near Small Hydrophobic Solutes
The
structure of water molecules near a hydrophobic solute remains
elusive despite a long history of scrutiny. Here, we re-examine the
subtle issue by a combination of thermodynamic analysis for Henry’s
constants of several nonpolar gases over a broad range of temperatures
and molecular dynamic simulations for the water structure in the hydration
shell using several popular semiempirical models of liquid water.
Both the structural and thermodynamic data indicate that hydrophobic
hydration reduces the degree of the hydrogen bonding among water molecules,
and the effect becomes more prominent at high temperatures. Hydrogen-bond
formation is slightly hindered near a hydrophobic solute due to the
restriction of the degree of freedom for water molecules in the solvation
shell, and the confinement effect becomes more significant as temperature
increases. Reduction in the extent of hydrogen bonding is fully consistent
with a positive contribution of a small hydrophobic solute to the
solution heat capacity. As predicted by the scaled-particle theory,
both Henry’s constants and simulation results suggest that
the hydration entropy is determined primarily by cavity formation
in liquid water, with its magnitude rising with the solute size but
declining with temperature
Separation of Carbon Isotopes in Methane with Nanoporous Materials
Traditional
methods for carbon isotope separation are mostly based
on macroscopic procedures such as cryogenic distillation and thermal
diffusion of various gaseous compounds through porous membranes. Recent
development in nanoporous materials renders opportunities for more
effective fractionation of carbon isotopes by tailoring the pore size
and the local chemical composition at the atomic scale. Herein we
report a theoretical analysis of metal–organic frameworks (MOFs)
for separation of carbon isotopes in methane over a broad range of
conditions. Using the classical density functional theory in combination
with the excess-entropy scaling method and the transition-state theory,
we predict the adsorption isotherms, gas diffusivities, and isotopic
selectivity corresponding to both adsorption- and membrane-based separation
processes for a number of MOFs with large methane adsorption capacity.
We find that nanoporous materials enable much more efficient separation
of isotopic methanes than conventional methods and allow for operation
at ambient thermodynamic conditions. MOFs promising for adsorption-
and membrane-based separation processes have also been identified
according to their theoretical selectivity for different pairs of
carbon-isotopic methanes
A Site Density Functional Theory for Water: Application to Solvation of Amino Acid Side Chains
We
report a site density functional theory (SDFT) based on the
conventional atomistic models of water and the universality <i>ansatz</i> of the bridge functional. The excess Helmholtz energy
functional is formulated in terms of a quadratic expansion with respect
to the local density deviation from that of a uniform system and a
universal functional for all higher-order terms approximated by that
of a reference hard-sphere system. With the atomistic pair direct
correlation functions of the uniform system calculated from MD simulation
and an analytical expression for the bridge functional from the modified
fundamental measure theory, the SDFT can be used to predict the structure
and thermodynamic properties of water under inhomogeneous conditions
with a computational cost negligible in comparison to that of brute-force
simulations. The numerical performance of the SDFT has been demonstrated
with the predictions of the solvation free energies of 15 molecular
analogs of amino acid side chains in water represented by SPC/E, SPC,
and TIP3P models. For theTIP3P model, a comparison of the theoretical
predictions with MD simulation and experimental data shows agreement
within 0.64 and 1.09 kcal/mol on average, respectively
Impurity effects on ionic-liquid-based supercapacitors
<p>Small amounts of an impurity may affect the key properties of an ionic liquid and such effects can be dramatically amplified when the electrolyte is under confinement. Here the classical density functional theory is employed to investigate the impurity effects on the microscopic structure and the performance of ionic-liquid-based electrical double-layer capacitors, also known as supercapacitors. Using a primitive model for ionic species, we study the effects of an impurity on the double layer structure and the integral capacitance of a room temperature ionic liquid in model electrode pores and find that an impurity strongly binding to the surface of a porous electrode can significantly alter the electric double layer structure and dampen the oscillatory dependence of the capacitance with the pore size of the electrode. Meanwhile, a strong affinity of the impurity with the ionic species affects the dependence of the integral capacitance on the pore size. Up to 30% increase in the integral capacitance can be achieved even at a very low impurity bulk concentration. By comparing with an ionic liquid mixture containing modified ionic species, we find that the cooperative effect of the bounded impurities is mainly responsible for the significant enhancement of the supercapacitor performance.</p
Spreading of a Unilamellar Liposome on Charged Substrates: A Coarse-Grained Molecular Simulation
Supported lipid bilayers
(SLBs) are able to accommodate membrane proteins useful for diverse
biomimetic applications. Although liposome spreading represents a
common procedure for preparation of SLBs, the underlying mechanism
is not yet fully understood, particularly from a molecular perspective.
The present study examines the effects of the substrate charge on
unilamellar liposome spreading on the basis of molecular dynamics
simulations for a coarse-grained model of the solvent and lipid molecules.
Liposome transformation into a lipid bilayer of different microscopic
structures suggests three types of kinetic pathways depending on the
substrate charge density, that is, top-receding, parachute, and parachute
with wormholes. Each pathway leads to a unique distribution of the
lipid molecules and thereby distinctive properties of SLBs. An increase
of the substrate charge density results in a magnified asymmetry of
the SLBs in terms of the ratio of charged lipids, parallel surface
movements, and the distribution of lipid molecules. While the lipid
mobility in the proximal layer is strongly correlated with the substrate
potential, the dynamics of lipid molecules in the distal monolayer
is similar to that of a freestanding lipid bilayer. For liposome spreading
on a highly charged surface, wormhole formation promotes lipid exchange
between the SLB monolayers thus reduces the asymmetry on the number
density of lipid molecules, the lipid order parameter, and the monolayer
thickness. The simulation results reveal the important regulatory
role of electrostatic interactions on liposome spreading and the properties
of SLBs
Solvation Structure of Surface-Supported Amine Fragments: A Molecular Dynamics Study
Amine-grafted
silica gel is an efficient heterogeneous catalyst for the Knoevenagel
condensation and draws much attention in green chemistry for applications
like heavy metal adsorption and CO<sub>2</sub> fixation. Despite its
successful usage in diverse areas, fundamental questions remain on
how the silica substrate affects the local chemical environment of
the tethered amines. In this work, we use all-atom molecular dynamics
simulation to investigate the solvation structures of two primary
amines tethered onto a silica surface at different pHs of aqueous
solutions. The atomic density profiles in the solvation shell are
analyzed with a spherical harmonics expansion method for both isolated
and silica-supported amines in different aqueous environments. The
simulation results provide direct evidence for the strong influence
of the silica surface on the hydration structure that is often ignored
in the theoretical analysis of surface reactions. The surface effect
becomes less prominent on the tethered amine as the alkyl chain length
increases
Kinetic Charging Inversion in Ionic Liquid Electric Double Layers
The
charging kinetics of electric double layers (EDLs) has a pivotal
role in the performance of a wide variety of nanostructured devices.
Despite the prevalent use of ionic liquids as the electrolyte, relatively
little is known on the charging behavior from a microscopic perspective.
Here, we study the charging kinetics of ionic liquid EDLs using a
classical time-dependent density functional theory that captures the
molecular excluded volume effects and electrostatic correlations.
By examining variations of the ionic density profiles and the charging
density in response to an electrode voltage, we find that at certain
conditions, the electrode charge shows a rapid surge in its initial
response, rises quickly to the maximum, and then slowly decays toward
equilibrium. The electrode charge and voltage may have opposite signs
when the cell width is commensurate with the layer-by-layer ionic
distributions. This unusual charging behavior can be explained in
terms of the oscillatory structure of ionic liquids near the electrodes
Solvent Effect on the Pore-Size Dependence of an Organic Electrolyte Supercapacitor
Organic electrolytes such as tetraethylammonium tetrafluoroborate
dissolved in acetonitrile (TEA-BF<sub>4</sub>/ACN) are widely used
in commercial supercapacitors and academic research, but conflicting
experimental results have been reported regarding the dependence of
surface-area-normalized capacitance on the pore size. Here we show
from a classical density functional theory the dependence of capacitance
on the pore size from 0.5 to 3.0 nm for a model TEA-BF<sub>4</sub>/ACN electrolyte. We find that the capacitance–pore size curve
becomes roughly flat after the first peak around the ion diameter,
and the peak capacitance is not significantly higher than the large-pore
average. We attribute the invariance of capacitance with the pore
size to the formation of an electric double-layer structure that consists
of counterions and highly organized solvent molecules. This work highlights
the role of the solvent molecules in modulating the capacitance and
reconciles apparently conflicting experimental reports
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