Abstract
The development of potassium-ion batteries (PIBs) is hampered by the lack of anode materials capable of withstanding the severe structural stresses and slow kinetics induced by the large K+ ion. This work presents a rationally designed anode developed through a synergistic density functional theory (DFT) and experimental approach. DFT screening identified nitrogen as the optimal dopant for a Ni3S4/graphene heterostructure, predicting a metallized electronic structure with a high density of states (DOS) at the Fermi level (EF), a strong K+ adsorption energy of −2.58 eV, and a low diffusion barrier of 0.22 eV. Guided by these insights, the dual nitrogen-doped N-Ni3S4@NG heterostructure was synthesized. The material exhibited exceptional electrochemical performance, including a high reversible capacity of 480mAh g−1 at 0.1 A g−1, remarkable rate capability (180mAh g−1 at 1 A g−1), and unprecedented stability with 79.4 % capacity retention after 800 cycles. Crucially, electrochemical impedance spectroscopy confirmed vastly improved charge transfer kinetics, with a significantly reduced resistance of 10 Ω for the doped composite versus 24 Ω for its pristine counterpart. The direct correlation between computational predictions and experimental results validates a DFT-guided paradigm for engineering high-performance energy storage materials through precise electronic and interfacial control.
| Original language | English |
|---|---|
| Article number | 165542 |
| Journal | Applied Surface Science |
| Volume | 722 |
| DOIs | |
| State | Published - 15 Mar 2026 |
Keywords
- Density functional theory
- Density of state
- Nitrogen doping
- Potassium-ion batteries
- Transition metal sulfides
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