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Aaron Dines – 2021 UG Conference
LANCASTER UNIVERSITY 2021 UNDERGRADUATE RESEARCH CONFERENCE
10th MARCH - 17th MARCH 2021
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Aaron Dines

Aaron Dines

Physics (Bailrigg) | Year 3 | Degree: Theoretical Physics (MPhys)
Ionic hydration patterns and energy landscape in hBN sub-nanopores

The hydration barrier is one of the principle quantities governing the translocation of ions through nanoporous materials, it results from the reorganisation of water in the electric field of a charge in solution. Typically, a description is achieved through brute-force molecular dynamics simulations in the literature, but at the cost of computational efficiency and explanatory value; molecules are simulated individually with a computer programme. Recently, an analytical method has been proposed that allows for a qualitative description of water distributions at far less computational cost. We use this method to investigate the hydration patterns for an ion moving through a hexagonal-boron nitride nanopore, and investigate the effects of pore geometry, skew, twist, size and bend of the lattice. This particular lattice is of interest due to its uneven charge distribution, resulting in highly complex hydration patterns. We then use the hydration patterns to calculate the free energy profile, which characterises the kinetics of translocation and controls permeation through the nanopore. Our methods may be used to essentially design nanopores with on-demand selectivity properties, which has applications in water desalination, so-called ‘blue-energy’ harvesting, DNA sequencing and drug design.

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Aaron Dines
 
Aaron Dines

Aaron Dines

Physics (Bailrigg) | Year 3 | Degree: Theoretical Physics (MPhys)
Ionic hydration patterns and energy landscape in hBN sub-nanopores

Introduction                                                                                             Many modern techniques for DNA sequencing, "blue energy" harvesting and water desalination [1,2,5,6] require on-demand selective control of artificial nanopore properties. The quantities of interest being hydration patterns of water around the pore and the dehydration barrier resulting from the reorganisation of solvent around the pore and incoming ions. The main barrier to progress in this regard has been computational efficiency; typically the methods employed are through brute force molecular dynamics (MD) simulations. While capable of producing the correct behaviour, sampling different conformations is an arduous and costly process. Generally, analytical theories are far more computationally efficient, and so the methods employed involve finding a suitable analytic characterisation [4]. 

Methods

The system being described is governed by nonlinear equations. When an atom is added to solution the density pattern of water changes and the way in which that particular ion changes the water pattern depends on the presence of all others. This means that under normal circumstances the equations cannot be ‘decoupled’ and in order to describe the change made to one atom, the whole system needs to be simulated again. However, it is common for nonlinear equations to exhibit quasi-linear behaviour in certain circumstances. A prime example is the reduction of the nonlinear Einstein field equations to a linear Newtonian theory of gravity at low speeds and weak fields. The latter is more than capable of describing the orbit of most planets in our solar system. For this reason the first thing any physicist would try is to assume the equations behave linearly. Click here for a video about nonlinearity.

Click here for a technical discussion about the analytic approach.

Further Work and Applications                               The methods proposed have a vast computational return when compared with molecular dynamics (MD). The theoretical approach reproduces some of the density patterns qualitatively. The investigation of the particular nanopore has revealed that charged nanopores are less well modelled than uncharged ones [4]. The efficient calculation of the potential of mean force (PMF) and density patterns may allow for on-demand selectivity through controlling the nanopore features extrinsically; one can literally bend and skew the lattice to control selectivity properties. One might consider the following: “blue energy” harvesting: the trade-off between energy harvesting efficiency and achievable power output [2].  Water desalination: the water quality and energy efficiency [1,2]. DNA sequencing: detection of specific nucleotides via ionic currents, or slowing down the DNA’s permeation [2,5,6].
Acknowledgements & References       I want to thank Dr.M.L.Barabash for his guidance with this poster, and for producing the programs used to plot the MD data which he collected.     {[1]A. Lee, J.W. Elam, S.B. Darling, Membrane materials for water purification: design, development, and application, Environ. Sci.: Water Res. Technol. 2, 17 (2016), [2] M. Macha et al., 2D materials as an emerging platform for nanopore-based power generation, Nat. Rev. Mater. 4, 588 (2019), [3] S. Sahu, M. Di Ventra, M. Zwolak, Dehydration as a universal mechanism for ion selectivity in graphene and other atomically thin pores, Nano Lett.17, 4719 (2017), [4] M. Barabash et al., “Origin and control of ionic hydration patterns”(under review), PDF preprint, [5] G. Hummer and D. M. Soumpasis, Computation of the water density distribution at the ice-water interface using the potentials-of-mean-force expansion, PRE49, 591 (1994) & [6] G. A. Rajanet al., Addressing the isomer cataloguing problem for nanopores in two-dimensional materials, Nat. Mater.18, 129 (2019)}

In the above, the potassium and chloride ions are represented by purple and green balls respectively. The colourbars show the density as it compares to bulk with a value of 1. The top two graphs show "isosurfaces", where the density is equal to a predefined value. Strain has the effect of expanding the lattice in all directions, increasing

intermolecular distance. Skew simply shears the lattice from above and below such that a square lattice would become one comprised of parallelograms. Twist will contort the lattice into the Z plane by twisting in opposite directions at opposite ends. Brief summary of results and further work
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