A waveguide kinetics framework for electrochemical polarization
Bishuang Chen, Huayang Cai

TL;DR
This paper introduces a universal waveguide kinetics framework for hydrogen electrocatalysis that accurately models polarization curves without assuming specific mechanisms, aiding catalyst design and mechanistic understanding.
Contribution
It presents a theory-neutral, modal-based model that fits diverse polarization data and provides transferable diagnostics for interfacial efficiency and mechanism analysis.
Findings
Successfully fits four experimental polarization datasets
Provides interpretable diagnostics like reflection amplitude
Establishes a platform for catalyst design and mechanistic insights
Abstract
Hydrogen electrocatalysis (HER/HOR) exhibits an anomalous, non-Nernstian pH dependence that has motivated competing mechanistic narratives yet still lacks a unified, transferable, and quantitatively predictive description across conditions. Here, we introduce a theory-neutral waveguide kinetics framework that reinterprets the polarization curve as a power-flow-like response, enabling a compact modal representation of interfacial kinetics. Without presuming any specific mechanism, the model quantitatively fits four representative polarization datasets historically explained by divergent theories. From each fit, we extract interpretable diagnostics, including a reflection amplitude and a useful-output density, that provide transferable metrics for interfacial efficiency. The framework thus establishes a computational experiment platform for mechanistic triangulation, operating-regime…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsElectrocatalysts for Energy Conversion · Spectroscopy and Quantum Chemical Studies · CO2 Reduction Techniques and Catalysts
