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Extra Trees Regression Assisted 1D Monolith Reactor Simulations Based on Microkinetic Analysis and Rate Transformation

Rongxin Chen,Jiaqiang Yang, Yi Yu,Zhang Liu,Chengxiong Wang,Yanwei Wen, Yuan Gao,Yunkun Zhao,Chaitanya S. Sampara, Wei Li,Bin Shan

CHEMICAL ENGINEERING SCIENCE（2025）

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Key words
Multi-scale simulation,Machine Learning,Monolith Reactor,Microkinetic analysis
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