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Published on: October 10, 2016
Machine-learning-assisted discovery of a stable Li3As2 intermediate phase in the Li-As binary system and its
Shuaishuai Ge1, Weiduo Zhu1, Haidi Wang1
1School of Physics, Hefei University of Technology, Hefei 230009, Anhui, China. weiduozhu@hfut.edu.cn.
Researchers discovered a stable intermediate phase, Li3As2, in lithium-arsenide anodes. This finding offers a promising strategy to reduce volume expansion and enable fast-charging batteries by limiting deep lithiation.
Area of Science:
- Materials Science
- Computational Chemistry
- Electrochemistry
Background:
- Alloy-type anodes offer high capacity but suffer from volume expansion and instability during deep lithiation.
- Identifying stable intermediate phases with moderate potentials is crucial for mitigating these issues.
Purpose of the Study:
- To explore phase evolution in the Li-rich Li-As system and identify stable intermediate phases for improved anode performance.
- To investigate the electrochemical properties and structural stability of potential intermediate phases.
Main Methods:
- A hierarchical computational workflow combining global structure search and machine-learning interatomic potentials.
- Density Functional Theory (DFT) for potential training and validation.
- Phonon, electronic-structure, climbing-image nudged elastic band (CI-NEB), and molecular dynamics (MD) simulations.
Main Results:
- A stable intermediate phase, *C*2/*c*-Li3As2, was identified on the convex hull between LiAs and Li3As.
- This phase is dynamically stable, metallic, and exhibits an equilibrium potential of ~0.95 V (vs. Li/Li+).
- Theoretical capacity of 536.6 mAh g-1 with 68.6% volume expansion, and a low Li+ migration barrier were predicted.
Conclusions:
- *C*2/*c*-Li3As2 is a promising intermediate phase for shallow-lithiation strategies in anodes.
- This phase has potential for developing fast-charging battery anodes by mitigating deep lithiation issues.
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