Wurtzite ferroelectrics are attractive for microelectronics applications due to their chemical and structural compatibility with wurtzite semiconductors, such as and . However, the leakage current in epitaxial stacks reported to date should be reduced for reliable device operation. Here, we demonstrate low leakage current in epitaxial films on with well-saturated ferroelectric hysteresis loops that are orders of magnitude lower (i.e., 0.07 A ) than previously reported films (1–19 A ) having similar or better structural characteristics. We also show that, for these high-quality epitaxial films, structural quality (edge and screw dislocations), as measured by diffraction techniques, is not the dominant contributor to leakage. Instead, the small leakage in our films is limited by thermionic emission across the interfaces, which is distinct from the large leakage due to trap-mediated bulk transport in the previously reported films. To support this conclusion, we show that on lattice-matched buffers with improved structural characteristics but higher interface roughness exhibit increased leakage characteristics. This demonstration of low leakage current in heteroepitaxial films and understanding of the importance of interface barrier and surface roughness can guide further efforts toward improving the reliability of wurtzite ferroelectric devices. Published by the American Physical Society2025 
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                    This content will become publicly available on April 1, 2026
                            
                            Resolving the Solvation Structure and Transport Properties of Aqueous Zinc Electrolytes from Salt-in-Water to Water-in-Salt Using Neural Network Potential
                        
                    
    
            solutions are promising electrolytes for aqueous zinc-ion batteries. Here, we report a joint computational and experimental study of the structural and dynamic properties of aqueous electrolytes with concentrations ranging from salt-in-water to water-in-salt (WIS). By developing a neural network potential (NNP) model, we perform molecular dynamics (MD) simulations with accuracy but at much larger lengths and longer timescales. The NNP predicted structures are validated by the structure factors measured by X-ray total scattering experiments. The MD trajectories provide a comprehensive and quantitative picture of the solvation shell structures. Additionally, we find that the covalent bonds in water are strengthened with increasing salt concentration, thus expanding the electrochemical stability window of aqueous electrolytes. In terms of dynamic properties, the calculated and experimentally measured conductivities are in good agreement. Through the analysis of the calculated cation transference number, we propose a three-stage charge carrier transport mechanism with increasing concentration: independent ion transport, strongly correlated ion transport, and small positive charge carrier diffusion through negatively charged polymeric clusters. Our study provides fundamental atomic scale insights into the structure and transport properties of the electrolyte that can aid the optimization and development of WIS electrolytes. 
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                            - Award ID(s):
- 2053195
- PAR ID:
- 10626444
- Publisher / Repository:
- American Physical Society
- Date Published:
- Journal Name:
- PRX Energy
- Volume:
- 4
- Issue:
- 2
- ISSN:
- 2768-5608
- Format(s):
- Medium: X
- Sponsoring Org:
- National Science Foundation
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