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Papers matching “SHAP analysis” 7

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Machine learning‐based analysis of interaction effects among influencing factors on the resilient modulus of stabilized aggregate base
2025 Computer-Aided Civil and Infrastructure Engineering article Engineering Geotechnical and construction materials studies Open access

Meng Guo, Mengmeng Zhou, Xiuli Du, Pengfei Liu

0

citations
Data-driven surrogate modeling for performance prediction and sensitivity analysis of transport properties in proton exchange membrane water electrolyzers
2025 Applied Energy article Engineering Fuel Cells and Related Materials Open access

K. Ashoke Raman, Linus Hammacher, Hans Kungl, André Karl, Eva Jodat, Rüdiger‐A. Eichel, +1 more

37

citations
Augmenting distance protection with a data-based approach to fault classification under uncertainty
2026 Electric Power Systems Research article Engineering Power Systems Fault Detection Open access

Sarah Anhaus, Arlind Damjani, Willem Leterme

0

citations
Data-driven modeling of polymer electrolyte fuel cells: Towards predictive analytics with explainable artificial intelligence
2025 Energy and AI article Engineering Fuel Cells and Related Materials Open access

Ali Malek, Max Dreger, Nima Shaigan, Chaojie Song, Kourosh Malek, Jasna Janković, +1 more

22

citations
Understanding electricity prices beyond the merit order principle using explainable AI
2023 Energy and AI article Engineering Energy Load and Power Forecasting Open access

Julius Trebbien, Leonardo Rydin Gorjão, Aaron Praktiknjo, Benjamin Schäfer, Dirk Witthaut

49

citations
Data-driven modeling and optimization of anode-side structural, transport and electrochemical properties in PEM water electrolyzers
2027 Applied Energy article Engineering Fuel Cells and Related Materials Open access

K. Ashoke Raman, Linus Hammacher, Violeta Karyofylli, Hans Kungl, André Karl, Eva Jodat, +1 more

0

citations
Data-driven modeling and optimization of anode-side structural, transport and electrochemical properties in PEM water electrolyzers
2026 Applied Energy article Engineering Fuel Cells and Related Materials Open access

K. Ashoke Raman, Linus Hammacher, Violeta Karyofylli, Hans Kungl, André Karl, Eva Jodat, +1 more

0

citations

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