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RESEARCH PAPER · ACS Sustainable Chemistry & Engineering · 2025

Low Temperature Pyrolysis of Plastics Based on Small Sample Machine Learning: Product Prediction, Optimization Conditions, and Model Interpretability Analysis

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Low Temperature Pyrolysis of Plastics Based on Small Sample Machine Learning: Product Prediction, Optimization Conditions, and Model Interpretability AnalysisOriginalPrediction and Mechanistic Study of Biomass Pyrolysis Products Based on Interpretable Machine Learning and Feature Engineering0Tabular Foundation Models for Environmental Quantitative Structure–Activity Relationship: Robust Prediction with Imperfect Data0Flexible Gait Sensing and Machine Learning Recognition Based on Phase-Separated PVDF-HFP Films0Artificial intelligence for plastic pyrolysis to produce fuels and chemicals: From reaction kinetics and reactor design to intelligent agent development0

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  1. Prediction and Mechanistic Study of Biomass Pyrolysis Products Based on Interpretable Machine Learning and Feature Engineering

    SSRN Electronic Journal · 2026-01-01

    Fengyu Liu, Xue Song, Yongde Liu, Feiyue Wang, Jie Zhang, Guihua Yan

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  2. Tabular Foundation Models for Environmental Quantitative Structure–Activity Relationship: Robust Prediction with Imperfect Data

    Environmental Science & Technology · 2026-07-20

    Hanle Lin, Hao Wen, Zheng Ma, Y Q Zhao, Qianwen Zheng, Chuyuan He, Lekang Cui, Yayun Zhang

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  3. Flexible Gait Sensing and Machine Learning Recognition Based on Phase-Separated PVDF-HFP Films

    Sensors · 2026-08-20

    Huimin Liang, Qi Shao, FQ Wu, Yibo Xiong, Wenwu Wang, Hongbin Su, Xiyao Huang, Zilu Hu, Yixin Wang, Liang Ming He

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  4. Artificial intelligence for plastic pyrolysis to produce fuels and chemicals: From reaction kinetics and reactor design to intelligent agent development

    ENGINEERING Energy · 2026-08-31

    Gaoyang Li, Jie Huang, Xi Gao, Yin‐Ning Zhou, Li‐Tao Zhu

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