2023
DOI: 10.1126/sciadv.adc9721
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Spatially resolved structural order in low-temperature liquid electrolyte

Abstract: Determining the degree and the spatial extent of structural order in liquids is a grand challenge. Here, we are able to resolve the structural order in a model organic electrolyte of 1 M lithium hexafluorophosphate (LiPF 6 ) dissolved in 1:1 (v/v) ethylene carbonate:diethylcarbonate by developing an integrated method of liquid-phase transmission electron microscopy (TEM), cryo-TEM operated at −30°C, four-dimensional scanning TEM, and data analysis based on deep learning. This study reve… Show more

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Cited by 18 publications
(10 citation statements)
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“…Therefore, it is natural to define a EC/PC solvent molecule to be in the coordination shell if the Li-O (carbonyl) separation is less than 2.5 Å. Whereas, the Li-F pair correlation function (cumulative coordination number) often has much smaller peak(s) (much steadier increase) at 3 − 4 Å, despite the van der Waals radius of F (in the employed MD simulation) only being only slightly larger than O [41,44,87]. Therefore, we shall focus solely on the solvents in the cation coordination shell, not delving into the information about cation-anion association in this section.…”
Section: Cation Solvation In Classical Non-aqueous Electrolytesmentioning
confidence: 99%
“…Therefore, it is natural to define a EC/PC solvent molecule to be in the coordination shell if the Li-O (carbonyl) separation is less than 2.5 Å. Whereas, the Li-F pair correlation function (cumulative coordination number) often has much smaller peak(s) (much steadier increase) at 3 − 4 Å, despite the van der Waals radius of F (in the employed MD simulation) only being only slightly larger than O [41,44,87]. Therefore, we shall focus solely on the solvents in the cation coordination shell, not delving into the information about cation-anion association in this section.…”
Section: Cation Solvation In Classical Non-aqueous Electrolytesmentioning
confidence: 99%
“…SolvationAnalysis was designed to free researchers from laboriously implementing and validating common analyses. In addition to routine properties like coordination numbers, solute-solvent pairing, and solute speciation, SolvationAnalysis uses tools from the SciPy ecosystem (Harris et al, 2020) (Virtanen et al, 2020) to implement analyses of network formation (Xie et al, 2023) and residence times (Self et al, 2019), summarized in Figure 1. To make visualization fast, the package includes a robust set of plotting tools built on top of Matplotlib and Plotly (Hunter, 2007) (Plotly, 2015).…”
Section: Statement Of Needmentioning
confidence: 99%
“…However, the traditional solvents still have some drawbacks that restrict the scope of applications for LIBs. For example, for single solvents, high melting points result in LIBs’ poor properties at low temperatures; low dielectric constants result in low solubility; and high viscosity causes the cells to have a high internal resistance and low voltage platforms, severely restricting the performance of cells and the range of their applications. The root cause of these problems is mainly dependent on the electrolyte of LIBs. These issues will ultimately result in decreased low-temperature performance or even functional failure. In addition, lithium salt is another crucial component of the lithium-ion battery electrolyte because the electrolyte’s ionic conductivity is essential to the battery’s low temperature, which can be impacted by the lithium salt solubility. LiPF 6 is currently regarded as the most practical lithium salt and frequently used in industrial solvents.…”
Section: Introductionmentioning
confidence: 99%