Litcius/Paper detail

The CatMath: an online predictive platform for thermal + electrocatalysis

Heng Liu, Hao Zheng, Zhenhe Jia, Binghui Zhou, Yan Liu, Xuelu Chen, Yajun Feng, Wei Li, Weijie Yang, Hao Li

2023Frontiers of Chemical Science and Engineering18 citationsDOIOpen Access PDF

Abstract

Abstract The catalytic volcano activity models are the quantified and visualized tools of the Sabatier principle for heterogeneous catalysis, which can depict the intrinsic activity optima and trends of a catalytic reaction as a function of the reaction descriptors, i.e., the bonding strengths of key reaction species. These models can be derived by microkinetic modeling and/or free energy changes in combination with the scaling relations among the reaction intermediates. Herein, we introduce the CatMath—an online platform for generating a variety of common and industrially important thermal + electrocatalysis. With the CatMath, users can request the volcano models for available reactions and analyze their materials of interests as potential catalysts. Besides, the CatMath provides the function of the online generation of Surface Pourbaix Diagram for surface state analysis under electrocatalytic conditions, which is an essential step before analyzing the activity of an electrocatalytic surface. All the model generation and analysis processes are realized by cloud computing via a user-friendly interface.

Topics & Concepts

ElectrocatalystPourbaix diagramCatalysisFunction (biology)Computer scienceBiochemical engineeringNanotechnologyChemistryMaterials sciencePhysical chemistryElectrochemistryEngineeringElectrodeEvolutionary biologyBiochemistryBiologyElectrocatalysts for Energy ConversionMachine Learning in Materials ScienceCO2 Reduction Techniques and Catalysts