Author Page for Yingbin Liu

Data-Driven Framework for Proton Exchange Membrane Fuel Cell Lifetime Prediction with Ensemble Regression and Parameter Uncertainty

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Data-Driven Framework for Proton Exchange Membrane Fuel Cell Lifetime Prediction with Ensemble Regression and Parameter Uncertainty

Number of pages: 11 Posted: 06 Sep 2025

Wenshuo Li, Yingbin Liu, Weishi Li, Yiming Wang, Lei Qin, Dongdong Zhao, Rui Ma, Manfeng Dou and Zhiguang Hua

North University of China, North University of China, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Northwestern Polytechnical University, Northwestern Polytechnical University, Northwestern Polytechnical University and Northwestern Polytechnical University

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Abstract:

Data-Driven Framework for Proton Exchange Membrane Fuel Cell Lifetime Prediction with Ensemble Regression and Parameter Uncertainty

Number of pages: 11 Posted: 19 Sep 2025

Wenshuo Li, Yingbin Liu, Weishi Li, Yiming Wang, Lei Qin, Dongdong Zhao, Rui Ma, Manfeng Dou and Zhiguang Hua

North University of China, North University of China, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Northwestern Polytechnical University, Northwestern Polytechnical University, Northwestern Polytechnical University and Northwestern Polytechnical University

Downloads 30 (1,356,108)

Abstract:

2.

Multiphysics Response and Actuation Performance of a Thin-Packaged Energetic Actuator

Number of pages: 25 Posted: 13 Jun 2026

Wanli Ma, Zhiqiang Fan, Yingbin Liu and wenping Geng

North University of China, North University of China, North University of China and North University of China

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Yingbin Liu

North University of China

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Scholarly Papers (2)

Data-Driven Framework for Proton Exchange Membrane Fuel Cell Lifetime Prediction with Ensemble Regression and Parameter Uncertainty

Data-Driven Framework for Proton Exchange Membrane Fuel Cell Lifetime Prediction with Ensemble Regression and Parameter Uncertainty

Abstract:

Data-Driven Framework for Proton Exchange Membrane Fuel Cell Lifetime Prediction with Ensemble Regression and Parameter Uncertainty

Abstract:

Multiphysics Response and Actuation Performance of a Thin-Packaged Energetic Actuator

Abstract: