MAGICV: A Graphical Web Interface for Rapid Simulation of Cyclic Voltammograms for Complex Mechanisms

High Resolution Image Download MS PowerPoint Slide Cyclic voltammetry (CV) is a foundational electrochemical technique for probing reaction mechanisms. However, mechanistic interpretation becomes increasingly challenging as systems incorporate multiple coupled chemical and electrochemical steps. Existing simulation tools either restrict users to predefined mechanisms, require programming expertise, or necessitate navigating and interpreting complex user interfaces, resulting in a trade-off between interpretability and usability. Here, we present the Mechanism Assistant and Graph Interface for Cyclic Voltammetry (MAGICV), a web-based platform that enables intuitive, graphical construction and simulation of arbitrarily complex electrochemical reaction networks. MAGICV translates user-drawn mechanisms into graph-based representations that can be deployed across multiple simulation engines, including COMSOL, DigiSim, ecsim, and ElectroKitty. It improves the accessibility to advanced CV simulation and provides a flexible platform for mechanistic exploration, hypothesis testing, and electrochemical education.

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Publication Details

Journal
ACS electrochemistry.
Published
2026-07-22
DOI
https://doi.org/10.1021/acselectrochem.6c00191
Primary Topic
CO2 Reduction Techniques and Catalysts
Type
article
Field-Weighted Citation Impact
0.00
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article

MAGICV: A Graphical Web Interface for Rapid Simulation of Cyclic Voltammograms for Complex Mechanisms

Long Luo, Michael A. Pence, Mingjie Liu, Connor J. Ambrose
ACS electrochemistry.
CO2 Reduction Techniques and Catalysts
article

MAGICV: A Graphical Web Interface for Rapid Simulation of Cyclic Voltammograms for Complex Mechanisms

Long Luo, Michael A. Pence, Mingjie Liu, Connor J. Ambrose
article en

Abstract

High Resolution Image Download MS PowerPoint Slide Cyclic voltammetry (CV) is a foundational electrochemical technique for probing reaction mechanisms. However, mechanistic interpretation becomes increasingly challenging as systems incorporate multiple coupled chemical and electrochemical steps. Existing simulation tools either restrict users to predefined mechanisms, require programming expertise, or necessitate navigating and interpreting complex user interfaces, resulting in a trade-off between interpretability and usability. Here, we present the Mechanism Assistant and Graph Interface for Cyclic Voltammetry (MAGICV), a web-based platform that enables intuitive, graphical construction and simulation of arbitrarily complex electrochemical reaction networks. MAGICV translates user-drawn mechanisms into graph-based representations that can be deployed across multiple simulation engines, including COMSOL, DigiSim, ecsim, and ElectroKitty. It improves the accessibility to advanced CV simulation and provides a flexible platform for mechanistic exploration, hypothesis testing, and electrochemical education.

ACS electrochemistry.
Missouri University of Science and Technology (US), University of Utah (US), University of Florida (US), Institute for Sustainability (GB)
Openalex Percentile: Top 23%
CO2 Reduction Techniques and Catalysts
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MAGICV: A Graphical Web Interface for Rapid Simulation of Cyclic Voltammograms for Complex Mechanisms — Long Luo, Michael A. Pence, et al. · ACS electrochemistry. (2026) | TGRS Research Map | TGRS