- Open Access
Time-local stochastic equation of motion for solid ionic electrolytes
Phys. Rev. Research 7, 033120 – Published 4 August, 2025
DOI: https://doi.org/10.1103/jnzr-q953
Abstract
Numerical studies of ionic motion through solid electrolytes commonly involve static nudged-elastic band methods or costly ab initio molecular dynamics. Building on a time-local model of current carrier-electrolyte interaction and incorporating thermal motion, we introduce an approach that is intermediate between the two well-established methodologies by treating the electrolyte as an effective medium that interacts with the mobile particle. Through this coupling, the thermally vibrating electrolyte imparts energy to the charge carriers while also absorbing energy from them due to its own finite elasticity. Using a simple model system, we validate our approach through a series of numerical simulations. Our methodology reproduces both dissipative and diffusive behavior and helps link microscopic system parameters to measurable macroscopic properties.
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References (32)
- G. D. Mahan and W. L. Roth, Superionic Conductors, 1st ed. (Plenum Press, New York, 1976).
- H. Mehrer, Diffusion in Solids, 1st ed. (Springer, Berlin, Heidelberg, 2007).
- J. C. Bachman, S. Muy, A. Grimaud, H. H. Chang, N. Pour, S. F. Lux, O. Paschos, F. Maglia, S. Lupart, P. Lamp, L. Giordano, and Y. Shao-Horn, Inorganic solid-state electrolytes for lithium batteries: Mechanisms and properties governing ion conduction, Chem. Rev. 116, 140 (2016).
- A. Manthiram, X. Yu, and S. Wang, Lithium battery chemistries enabled by solid-state electrolytes, Nat. Rev. Mater. 2, 16103 (2017).
- T. Famprikis, P. Canepa, J. A. Dawson, M. S. Islam, and C. Masquelier, Fundamentals of inorganic solid-state electrolytes for batteries, Nat. Mater. 18, 1278 (2019).
- A. Talukdar, A. Chakrovorty, P. Sarmah, P. Paramasivam, V. Kumar, S. K. Yadav, and S. Manickkam, A review on solid oxide fuel cell technology: An efficient energy conversion system, Int. J. Energy Res. 2024, 6443247 (2024).
- S. E. Wolf, F. E. Winterhalder, V. Vibhu, L. G. de Haart, O. Guillon, R. A. Eichel, and N. H. Menzler, Solid oxide electrolysis cells—current material development and industrial application, J. Mater. Chem. A 11, 17977 (2023).
- M. Huang, M. Schwacke, M. Onen, J. del Alamo, J. Li, and B. Yildiz, Electrochemical ionic synapses: Progress and perspectives, Adv. Mater. 35, 2205169 (2023).
- Y. Wang, W. D. Richards, S. P. Ong, L. J. Miara, J. C. Kim, Y. Mo, and G. Ceder, Design principles for solid-state lithium superionic conductors, Nat. Mater. 14, 1026 (2015).
- S. H. Bo, Y. Wang, J. C. Kim, W. D. Richards, and G. Ceder, Computational and experimental investigations of Na-ion conduction in cubic , Chem. Mater. 28, 252 (2016).
- T. Krauskopf, C. Pompe, M. A. Kraft, and W. G. Zeier, Influence of lattice dynamics on transport in the solid electrolyte , Chem. Mater. 29, 8859 (2017).
- T. M. Brenner, C. Gehrmann, R. Korobko, T. Livneh, D. A. Egger, and O. Yaffe, Anharmonic host-lattice dynamics enable fast ion conduction in superionic AgI, Phys. Rev. Mater. 4, 115402 (2020).
- Y. Deng, C. Eames, J. N. Chotard, F. Laleìre, V. Seznec, S. Emge, O. Pecher, C. P. Grey, C. Masquelier, and M. S. Islam, Structural and mechanistic insights into fast lithium-ion conduction in solid electrolytes, J. Am. Chem. Soc. 137, 9136 (2015).
- A. Marcolongo and N. Marzari, Ionic correlations and failure of Nernst-Einstein relation in solid-state electrolytes, Phys. Rev. Mater. 1, 025402 (2017).
- X. He, Y. Zhu, and Y. Mo, Origin of fast ion diffusion in super-ionic conductors, Nat. Commun. 8, 15893 (2017).
- D. D. Stefano, A. Miglio, K. Robeyns, Y. Filinchuk, M. Lechartier, A. Senyshyn, H. Ishida, S. Spannenberger, D. Prutsch, S. Lunghammer, D. Rettenwander, M. Wilkening, B. Roling, Y. Kato, and G. Hautier, Superionic diffusion through frustrated energy landscape, Chem 5, 2450 (2019).
- B. Fall, P. Prakash, M. R. Gau, S. L. Wunder, A. Venkatnathan, and M. J. Zdilla, Experimental and theoretical investigation of the ion conduction mechanism of tris(adiponitrile)perchloratosodium, a self-binding, melt-castable crystalline sodium electrolyte, Chem. Mater. 31, 8850 (2019).
- A. D. Poletayev, J. A. Dawson, M. S. Islam, and A. M. Lindenberg, Defect-driven anomalous transport in fast-ion conducting solid electrolytes, Nat. Mater. 21, 1066 (2022).
- A. Carvalho, S. Negi, and A. H. C. Neto, Direct calculation of the ionic mobility in superionic conductors, Sci. Rep. 12, 19930 (2022).
- L. Hu, J. Zhu, C. Duan, J. Zhu, J. Wang, K. Wang, Z. Gu, Z. Xi, J. Hao, Y. Chen, J. Ma, J. X. Liu, and C. Ma, Revealing the Pnma crystal structure and ion-transport mechanism of the solid electrolyte, Cell Rep. Phys. Sci. 4, 101428 (2023).
- K. Noori, B. A. Olsen, and A. Rodin, Activation in solid ionic electrolytes, Phys. Rev. Res. 6, 023322 (2024).
- A. Rodin, K. Noori, A. Carvalho, and A. H. C. Neto, Microscopic theory of ionic motion in solids, Phys. Rev. B 105, 224310 (2022).
- A. Rodin, B. A. Olsen, M. Choi, and A. Tan, Microscopic theory of thermalization in one dimension with nonlinear bath coupling, Phys. Rev. Res. 4, 033057 (2022).
- H. Mahalingam, Z. W. Yap, B. A. Olsen, and A. Rodin, Minimal model of drag in one-dimensional crystals, Phys. Rev. Res. 5, 013053 (2023).
- H. Mahalingam, B. A. Olsen, and A. Rodin, Dissipation and diffusion in one-dimensional solids, Phys. Rev. Res. 5, 033044 (2023).
- A. Rodin, B. A. Olsen, A. Ustyuzhanin, A. Maevskiy, and K. Noori, Local-time formula for dissipation in solid ionic electrolytes, Phys. Rev. Res. 6, 033244 (2024).
- N. W. Ashcroft and N. D. Mermin, Solid State Physics (Saunders College Publishing, Philadelphia, 1976), p. 826.
- J. Wang, M. Deng, Y. Chen, X. Liu, W. Ke, D. Li, W. Dai, and K. He, Structural, elastic, electronic and optical properties of lithium halides (LiF, LiCl, LiBr, and LiI): First-principle calculations, Mater. Chem. Phys. 244, 122733 (2020).
- J. Bezanson, A. Edelman, S. Karpinski, and V. B. Shah, Julia: A fresh approach to numerical computing, Soc. Ind. Appl. Math. 59, 65 (2017).
- S. Danisch and J. Krumbiegel, Makie.jl: Flexible high-performance data visualization for Julia, J. open source softw. 6, 3349 (2021).
- B. Wong, Points of view: Color blindness, Nat. Methods 8, 441 (2011).
- https://github.com/rodin-physics/cubic-lattice-loss-diffusion.