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Page 12 of 21           Guo et al. Energy Mater. 2025, 5, 500041  https://dx.doi.org/10.20517/energymater.2024.214











































                Figure 8. (A) Diagram of operando NDP for Li-metal plating and stripping. (B) Li distribution and mass in Cu/GPE-LNO/Li battery.
                Depth starts at ~11 μm (copper current collector thickness). Color scale shows Li density relative to Li-metal. Reproduced with
                              [83]
                permission from Ref.   Copyright 2019, American Chemical Society. (C) Diagram of operando SANS experiments. (D) Scatter plots
                along with LSV measurements of cells with WiSE and with WiSE-P  during low-potential scanning. (E) Porod scattering amplitudes of
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                cells with WiSE and WiSE-P  at various potentials. Reproduced with permission from Ref. [90]  Copyright 2021, Wiley-VCH.
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               (MD) simulations are employed to investigate the dynamic behaviors of ions and molecules within SSBs,
               encompassing diffusion, migration, and reaction processes. By simulating the system’s response under
               varying temperatures and pressures, insights into the performance variations of SSBs under operational
               conditions can be unveiled. Quantum mechanical electronic structure methods, particularly DFT, serve as
               crucial tools for predicting material properties [91,92] . By solving the Schrödinger equation for electronic
               systems, DFT provides information on materials’ electronic structure, predicting their physical and
               chemical properties. In this chapter, we will provide an overview of the research advancements in the field
               of solid-state polymer batteries utilizing first-principles calculations, MD simulation, and Laplace-Fourier
               transform solution modeling methods [Figure 9]. First-principles calculations, MD simulations, and
               Laplace-Fourier transform solution modeling methods have made significant contributions to the research
               and development of solid-state polymer batteries. By providing insights into the fundamental properties of
               materials, the dynamic behavior of materials, and the transport processes within the battery, these methods
               have facilitated the design of new materials and battery systems with improved performance and reliability.


               First-principles calculations
               Density functional theory
               As we know, polymer electrolytes are complex in terms of their chemical structure; fortunately,
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               computational methods have been developed to elucidate the Li  binding property and its migration
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