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Updated: Jan 22, 2026

Predicting Catalyst Extrudate Breakage Based on the Modulus of Rupture
Published on: May 13, 2018
Unlocking High-Performance Na-CO2 Batteries via a d-p Orbital Hybridization Descriptor for Rational Catalyst Design
Yao Dai1,2, Yuhai Song1, Yuanqing Shen1
1State Key Laboratory of Organic-Inorganic Composites, Beijing Key Laboratory of Intelligent Design and Manufacturing for Hydrogen Energy Materials, Beijing University of Chemical Technology, Beijing, 100029, China.
Abstract:
Metal-based catalysts show great promise for efficient Na-CO2 batteries. However, the absence of a universal principle that connects catalytic properties to battery performance has impeded rational catalyst design. To bridge this gap, we propose a descriptor based on d-p orbital hybridization. Focusing on sodium oxalate (Na2C2O4), a key discharge product with faster decomposition kinetics than carbonates, we systematically investigate the hybridization between metal d-band centers and oxygen p-orbitals, revealing the mechanism governing the formation/decomposition for Na2C2O4. By constructing electronic structure-based theoretical descriptors, we enable efficient prediction and rational design of catalyst performance. The Pd-based catalyst designed using the d-p orbital hybridization descriptor screening strategy enables a battery that achieves a cycling stability of 1800 h with retained energy efficiency of 85.5% and a low overpotential of 0.49 V. The strong correlation between the descriptor and the Gibbs free energy (ΔG) of the rate-determining reaction step confirms its predictive accuracy. This work establishes d-p orbital hybridization as a descriptor for controlling discharge products, guiding the design of high-energy-density Na-CO2 batteries.
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