Scaling analysis produces a lean porous electrode model with four Damkohler numbers (Da, Da_p, Da_w, Da_c) and closed-form solutions for battery protocols that match full simulations.
Integrating machine learning and characterization in battery research: Toward cognitive digital twins with physics and knowledge.Advanced Functional Materials, 35(25):2422601, 2025
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Scaling and Analytical Approximation of Porous Electrode Theory for Reaction-limited Batteries
Scaling analysis produces a lean porous electrode model with four Damkohler numbers (Da, Da_p, Da_w, Da_c) and closed-form solutions for battery protocols that match full simulations.