Machine Learning Speeds Up the Discovery of Efficient Porphyrinoid Electrocatalysts for Ammonia Synthesis-Energy & Environmental Materials2025年03期-手机知网

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Machine Learning Speeds Up the Discovery of Efficient Porphyrinoid Electrocatalysts for Ammonia Synthesis

Key Laboratory of Material Chemistry for Energy Conversion and Storage,Ministry of Education;Hubei Key Laboratory of Materials Chemistry and Service Failure;Hubei Key Laboratory of Bioinorganic Chemistry and Materia Medica;Hubei Engineering Research Center for Biomaterials and Medical Protective Materials;School of Chemistry and Chemical Engineering, Huazhong University of Science and Technology | Wenfeng Hu Bingyi Song Liming Yang

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Two-dimensional transition metal porphyrinoid materials(2DTMPoidMats),due to their unique electronic structure and tunable me...

机　构:

Key Laboratory of Material Chemistry for Energy Conversion and Storage,Ministry of Education；Hubei Key Laboratory of Materials Chemistry and Service Failure；Hubei Key Laboratory of Bioinorganic Chemistry and Materia Medica；Hubei Engineering Research Center for Biomaterials and Medical Protective Materials；School of Chemistry and Chemical Engineering, Huazhong University of Science and Technology；

领　域:

无机化工；自动化技术；

关键词:

database；electrocatalytic nitrogen reduction reaction；first-principles calculations；machine learning；two-dimensional transition metal porphyrinoid materials；

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Energy & Environmental Materials

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