journal article Open Access Aug 25, 2022

ELECTRODE: An electrochemistry package for atomistic simulations

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Abstract
Constant potential methods (CPMs) enable computationally efficient simulations of the solid–liquid interface at conducting electrodes in molecular dynamics. They have been successfully used, for example, to realistically model the behavior of ionic liquids or water-in-salt electrolytes in supercapacitors and batteries. CPMs model conductive electrodes by updating charges of individual electrode atoms according to the applied electric potential and the (time-dependent) local electrolyte structure. Here, we present a feature-rich CPM implementation, called ELECTRODE, for the Large-scale Atomic/Molecular Massively Parallel Simulator, which includes a constrained charge method and a thermo-potentiostat. The ELECTRODE package also contains a finite-field approach, multiple corrections for nonperiodic boundary conditions of the particle–particle particle–mesh solver, and a Thomas–Fermi model for using nonideal metals as electrodes. We demonstrate the capabilities of this implementation for a parallel-plate electrical double-layer capacitor, for which we have investigated the charging times with the different implemented methods and found an interesting relationship between water and ionic dipole relaxations. To prove the validity of the one-dimensional correction for the long-range electrostatics, we estimated the vacuum capacitance of two coaxial carbon nanotubes and compared it to structureless cylinders, for which an analytical expression exists. In summary, the ELECTRODE package enables efficient electrochemical simulations using state-of-the-art methods, allowing one to simulate even heterogeneous electrodes. Moreover, it allows unveiling more rigorously how electrode curvature affects the capacitance with the one-dimensional correction.
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References
61
[1]
Phys. Chem. Chem. Phys. (2013) 10.1039/c3cp52088a
[2]
J. Phys. Chem. C (2015) 10.1021/acs.jpcc.5b06046
[3]
J. Chem. Theory Comput. (2018) 10.1021/acs.jctc.7b01043
[4]
J. Chem. Phys. (2016) 10.1063/1.4948938
[5]
J. Chem. Phys. (2022) 10.1063/5.0077408
[6]
J. Phys. Chem. Lett. (2013) 10.1021/jz3019226
[7]
Influence of surface topology and electrostatic potential on water/electrode systems

J. Ilja Siepmann, Michiel Sprik

The Journal of Chemical Physics 1995 10.1063/1.469429
[8]
Electrochemical interface between an ionic liquid and a model metallic electrode

Stewart K. Reed, Oliver J. Lanning, Paul A. Madden

The Journal of Chemical Physics 2007 10.1063/1.2464084
[9]
J. Chem. Phys. (2010) 10.1063/1.3376011
[10]
J. Phys. Chem. C (2012) 10.1021/jp210252g
[11]
J. Phys. Chem. C (2019) 10.1021/acs.jpcc.9b06635
[12]
Comput. Phys. Commun. (2019) 10.1016/j.cpc.2019.03.006
[13]
Nat. Commun. (2020) 10.1038/s41467-020-19903-6
[14]
Nat. Mater. (2014) 10.1038/nmat3916
[15]
Nanoscale Horiz. (2016) 10.1039/c5nh00004a
[16]
J. Chem. Phys. (2014) 10.1063/1.4899176
[17]
Phys. Rev. Lett. (2013) 10.1103/physrevlett.111.106102
[18]
J. Phys. Chem. C (2014) 10.1021/jp503224w
[19]
Nat. Mater. (2012) 10.1038/nmat3260
[20]
Nat. Commun. (2013) 10.1038/ncomms3701
[21]
J. Chem. Phys. (2021) 10.1063/5.0065150
[22]
J. Am. Chem. Soc. (2016) 10.1021/jacs.6b02115
[23]
J. Phys. Chem. C (2020) 10.1021/acs.jpcc.9b10428
[24]
Phys. Rev. Lett. (2022) 10.1103/physrevlett.128.086001
[25]
J. Phys. Chem. C (2022) 10.1021/acs.jpcc.2c00256
[26]
Phys. Rev. E (2021) 10.1103/physreve.104.034609
[27]
Comput. Phys. Commun. (2022) 10.1016/j.cpc.2021.108171
[28]
J. Chem. Phys. (2021) 10.1063/5.0063381
[29]
Phys. Rev. Lett. (2021) 10.1103/physrevlett.126.136803
[30]
A semiclassical Thomas–Fermi model to tune the metallicity of electrodes in molecular simulations

Laura Scalfi, Thomas Dufils, Kyle G. Reeves et al.

The Journal of Chemical Physics 2020 10.1063/5.0028232
[31]
Phys. Rev. Lett. (2019) 10.1103/physrevlett.123.195501
[32]
J. Phys. Chem. Lett. (2021) 10.1021/acs.jpclett.1c01131
[33]
J. Chem. Phys. (2022) 10.1063/5.0086986
[34]
Phys. Chem. Chem. Phys. (2020) 10.1039/c9cp06285h
[35]
Phys. Chem. Chem. Phys. (2010) 10.1039/b917592j
[36]
H. Li , G.Jiang, P.Wang, and J. Z.Liu, “A simple and efficient lattice summation method for metallic electrodes in constant potential molecular dynamics simulation,” arXiv:2111.06704 (2021).
[37]
J. Chem. Phys. (2020) 10.1063/5.0007192
[38]
J. Chem. Theory Comput. (2014) 10.1021/ct500704m
[39]
Nat. Mater. (2022) 10.1038/s41563-021-01121-0
[40]
Annu. Rev. Phys. Chem. (2020) 10.1146/annurev-physchem-090519-024042
[41]
A. Marin-lafleche , “Ewald summation in 2D and 3D for a set of point charges and Gaussian charges,” https://gitlab.com/ampere2/metalwalls/-/raw/release/doc/theory/ewald-summation/ewald.pdf, 2020.
[42]
T. Gingrich , “Simulating surface charge effects in carbon nanotube templated ionic crystal growth,” https://gingrich.chem.northwestern.edu/papers/ThesiswCorrections.pdf, 2010.
[43]
Chem. Rev. (2022) 10.1021/acs.chemrev.1c00925
[44]
Electrostatic energy in ionic crystals

E. R. Smith

Proceedings of the Royal Society of London. Series... 1981 10.1098/rspa.1981.0064
[45]
J. Chem. Phys. (1999) 10.1063/1.479595
[46]
Mol. Phys. (1979) 10.1080/00268977900100951
[47]
J. Chem. Soc., Faraday Trans. 2 (1977) 10.1039/f29777301485
[48]
Surf. Sci. (1975) 10.1016/0039-6028(75)90362-3
[49]
J. Chem. Phys. (2004) 10.1063/1.1649311
[50]
J. Chem. Phys. (2002) 10.1063/1.1491955

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The Journal of Chemical Physics
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Nature Catalysis
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Citations
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References
Details
Published
Aug 25, 2022
Vol/Issue
157(8)
License
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Funding
Deutsche Forschungsgemeinschaft Award: 192346071
Cite This Article
Ludwig J. V. Ahrens-Iwers, Mathijs Janssen, Shern R. Tee, et al. (2022). ELECTRODE: An electrochemistry package for atomistic simulations. The Journal of Chemical Physics, 157(8). https://doi.org/10.1063/5.0099239
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