Research graph
References from Machine Learning Guides Biomass-Plastic Waste to Aromatics over a Hierarchical Biomass-Derived Zeolite. Local targets link to admitted publications; unresolved targets remain external evidence.
Pressurized Ex-Situ Catalytic Co-Pyrolysis of Polyethylene and Lignin: Efficient BTEX Production and Process Mechanism Analysis
10.1016/j.cej.2021.134122 · 2022 · External reference
Controlling Diels-Alder Reactions in Catalytic Pyrolysis of Sawdust and Polypropylene by Coupling CO2 Atmosphere and Fe-Modified Zeolite for Enhanced Light Aromatics Production
10.1016/j.jhazmat.2023.131547 · 2023 · External reference
Enhanced Yield and Production of Aromatics Rich Fractions in Bio-Oil through Co-Pyrolysis of Waste Biomass and Plastics
10.1016/j.jaap.2024.106379 · 2024 · External reference
Photorefinery of Biomass and Plastics to Renewable Chemicals Using Heterogeneous Catalysts
10.1002/anie.202408504 · 2024 · External reference
Co-Pyrolysis of Waste Plastic and Solid Biomass for Synergistic Production of Biofuels and Chemicals-A Review
10.1016/j.pecs.2020.100899 · 2021 · External reference
Factors Influencing Synergistic Pyrolysis of Biomass and Polypropylene for Alcohols and Hydrocarbon Production
10.1016/j.joei.2024.101642 · 2024 · External reference
Catalytic Co-Pyrolysis of Poplar Tree and Polystyrene with HZSM-5 and Fe/HZSM-5 for Production of Light Aromatic Hydrocarbons
10.1016/j.energy.2024.131433 · 2024 · External reference
Highly Selective Production of Light Aromatics from Co-Catalytic Fast Pyrolysis of Pre-Deoxygenated Biomass and Hydrogen-Rich Polyethylene Using a Dual-Catalyst System
10.1016/j.energy.2024.131241 · 2024 · External reference
Co-Pyrolysis of Medical Protective Clothing and Oil Palm Wastes for Biofuel: Experimental, Techno-Economic, and Environmental Analyses
10.1016/j.energy.2023.127221 · 2023 · External reference
Research Progress in the Preparation of High-Quality Liquid Fuels and Chemicals by Catalytic Pyrolysis of Biomass: A Review
10.1016/j.enconman.2022.115647 · 2022 · External reference
Enhanced Production of Renewable Aromatic Hydrocarbons for Jet-Fuel from Softwood Biomass and Plastic Waste Using Hierarchical ZSM-5 Modified with Lignin-Assisted Re-Assembly
10.1016/j.enconman.2021.114020 · 2021 · External reference
Catalytic Co-Pyrolysis of Woody Biomass with Waste Plastics: Effects of HZSM-5 and Pyrolysis Temperature on Producing High-Value Pyrolytic Products and Reducing Wax Formation
10.1016/j.energy.2021.121739 · 2022 · External reference
Enhanced Aromatic Yield from Catalytic Pyrolysis of Pine Wood via Ultrasonic Assisted Mo Modified HZSM-5
10.1016/j.biombioe.2023.106769 · 2023 · External reference
Evaluation of Zeolite Catalysts on Product Distribution during Sweet Sorghum Bagasse Catalytic Pyrolysis
10.1016/j.energy.2020.118799 · 2021 · External reference
Chitosan-Assisted Reassembled Hierarchical HZSM-5 for Selective Production of Monocyclic Aromatics in Catalytic Co-Pyrolysis of Biomass and Plastic
10.1016/j.renene.2024.121492 · 2024 · External reference
Catalytic Pyrolysis of Biomass to Aromatics over Bifunctional Ni/ZSM-5 Catalysts Assembled on Rice Husk-Derived Silica Platform
10.1016/j.checat.2024.100958 · 2024 · External reference
Waste to Zeolite Catalysts: Solid-Phase Transformation Enables Sustainable Olefin Production and Reduced Environmental Footprint
10.1021/acssuschemeng.5c10366 · 2025 · External reference
From Rice Husk to Oil-Cracking Catalyst: Unraveling the Role of Silicon Leaching in ZSM-5 Zeolite Formation
10.1016/j.cej.2025.171105 · 2025 · External reference
Synergistic Effects and Products Distribution during Co-Pyrolysis of Biomass and Plastics
10.1016/j.joei.2023.101392 · 2023 · External reference
Decoding the Co-Pyrolysis Black Box: Explainable Machine Learning Guides Targeted Design of Catalytic Biomass-Plastic Conversion for High-Value Oil-Gas Products
10.1016/j.jaap.2026.107695 · 2026 · External reference
Machine Learning Based Prediction of Nitrogenous Product Yield in Biomass Pyrolysis Oil
10.1016/j.joei.2025.102291 · 2025 · External reference
Interpretable Machine Learning for Optimizing Product Distribution in Biomass-Plastic Co-Pyrolysis: Unveiling Synergistic Mechanisms and Operational Windows
10.1016/j.energy.2026.140729 · 2026 · External reference
Influence of Pyrolysis Temperature and Time on the Cellulose Fast Pyrolysis Products: Analytical Py-GC/MS Study
10.1016/j.jaap.2011.08.006 · 2011 · External reference
Optuna: A Next-Generation Hyperparameter Optimization Framework
10.48550/arxiv.1907.10902 · 2019 · External reference
A Hybrid Wavelet Transformer LightGBM Model Optimized by Optuna–TPE for Global Irradiance Forecasting in Solar Electric Vehicle Energy Management
10.1016/j.rineng.2026.109678 · 2026 · External reference
Machine Learning Aided Bio-Oil Production with High Energy Recovery and Low Nitrogen Content from Hydrothermal Liquefaction of Biomass with Experiment Verification
10.1016/j.cej.2021.130649 · 2021 · External reference
Machine Learning-Guided Identification of PET Hydrolases from Natural Diversity
10.1021/acscatal.5c03460 · 2025 · External reference
Zeolite-Catalytic Pyrolysis of Waste Plastics: Machine Learning Prediction, Interpretation, and Optimization
10.1016/j.apenergy.2024.125258 · 2025 · External reference
Boosting Aromatic Production from Pine Sawdust and Waste Plastics Co-Pyrolysis via Acidity Tuning of HZSM-5
10.1016/j.psep.2025.106803 · 2025 · External reference
Integrating Experiments and Simulations to Reveal Anisotropic Growth Mechanisms and Interfaces of a One-Dimensional Zeolite
10.1021/acs.chemmater.4c03293 · 2025 · External reference
Formation Mechanism of Al Pairs in ZSM-5 Synthesized in a Quasi-Solid Phase System: Al Source, Alkalinity, and Crystallization Kinetics
10.1021/acs.cgd.5c00811 · 2025 · External reference
The Universal Zeolite ZSM-5: Structure and Synthesis Strategies A Review
10.1016/j.ccr.2023.215397 · 2023 · External reference
Elucidating the Effect of Desilication on Aluminum-Rich ZSM-5 Zeolite and Its Consequences on Biomass Catalytic Fast Pyrolysis
10.1016/j.apcata.2016.10.009 · 2017 · External reference
Systematic Analysis of the Nitrogen Adsorption–Desorption Isotherms Recorded for a Series of Materials Based on Microporous–Mesoporous Amorphous Aluminosilicates Using Classical Methods
10.1021/acs.jced.3c00257 · 2023 · External reference
Upcycling Rice Husk for Hierarchical ZSM-5 Zeolite Synthesis in Glycerol-To-Acrolein Conversion
10.1021/acssuschemeng.5c04184 · 2025 · External reference
Intrinsic Kinetics Study of Microwave Catalytic Pyrolysis of Cellulosic Biomass Using a Novel Microwave Thermogravimetric Analyzer
10.1016/j.cej.2025.171400 · 2025 · External reference
Effective Pyrolysis of Waste Cooking Oils into Hydrocarbon Rich Biofuel on Novel Mesoporous Catalyst with Acid and Alkali Coexisting
10.1016/j.indcrop.2020.112362 · 2020 · External reference
Influence of Brønsted Acid Site Proximity on Alkane Cracking in MFI Zeolites
10.1021/acscatal.2c05291 · 2023 · External reference
Hierarchical Zeolites Promoting Synergistic Co-Pyrolysis of Biofuran and Methanol for Enhanced Aromatic Production
10.1016/j.indcrop.2025.121600 · 2025 · External reference
Modification of Highly Acid ZSM-5 Composed of Nanocrystal Stacks for Reforming of Lignite Pyrolysis Volatiles to Light Aromatics
10.1016/j.jaap.2025.107009 · 2025 · External reference
Optimization of Influencing Factors during Co-Pyrolysis of Biomass and Plastics with Focus on Monocyclic Aromatic Hydrocarbons Content
10.1016/j.jaap.2023.106261 · 2023 · External reference
Briquetting Optimization Method for the Lignite Powder Using Response Surface Analysis
10.1016/j.fuel.2020.117260 · 2020 · External reference
HZSM-5 Zeolite Cross-Linked with Ultrathin Siliceous Layer for Intensifying Catalytic Cracking and Diffusion of n-butane
10.1016/j.fuel.2022.123252 · 2022 · External reference
Recent Advances in Plastic Waste Pyrolysis for Liquid Fuel Production: Critical Factors and Machine Learning Applications
10.1016/j.apenergy.2023.121350 · 2023 · External reference
A Review of Computational Modeling Techniques for Wet Waste Valorization: Research Trends and Future Perspectives
10.1016/j.jclepro.2022.133025 · 2022 · External reference
Co-Pyrolysis Characteristics of Waste Tire and Maize Stalk Using TGA, FTIR and Py-GC/MS Analysis
10.1016/j.fuel.2022.127206 · 2023 · External reference
Co-Pyrolysis of Wood Biomass and Synthetic Polymer Mixtures Part I: Influence of Experimental Conditions on the Evolution of Solids, Liquids and Gases
10.1016/s0165-2370(01)00167-x · 2002 · External reference
Enhanced Aromatics Production via Co-Pyrolysis of Biomass and Plastic by Zn Modified ZSM-5 Catalysts
10.1016/j.jaap.2025.107086 · 2025 · External reference
Mild-Condition Upcycling of Polyolefins Enabled by Micropore Confinement in Zeolites
10.1002/anie.202525081 · 2026 · External reference
Photorefinery of Biomass and Plastics to Renewable Chemicals Using Heterogeneous Catalysts
10.1002/anie.202408504 · ExternalCitation · doi-reference
Mild-Condition Upcycling of Polyolefins Enabled by Micropore Confinement in Zeolites
10.1002/anie.202525081 · ExternalCitation · doi-reference
Elucidating the Effect of Desilication on Aluminum-Rich ZSM-5 Zeolite and Its Consequences on Biomass Catalytic Fast Pyrolysis
10.1016/j.apcata.2016.10.009 · ExternalCitation · doi-reference
Recent Advances in Plastic Waste Pyrolysis for Liquid Fuel Production: Critical Factors and Machine Learning Applications
10.1016/j.apenergy.2023.121350 · ExternalCitation · doi-reference
Zeolite-Catalytic Pyrolysis of Waste Plastics: Machine Learning Prediction, Interpretation, and Optimization
10.1016/j.apenergy.2024.125258 · ExternalCitation · doi-reference
Enhanced Aromatic Yield from Catalytic Pyrolysis of Pine Wood via Ultrasonic Assisted Mo Modified HZSM-5
10.1016/j.biombioe.2023.106769 · ExternalCitation · doi-reference
The Universal Zeolite ZSM-5: Structure and Synthesis Strategies A Review
10.1016/j.ccr.2023.215397 · ExternalCitation · doi-reference
Machine Learning Aided Bio-Oil Production with High Energy Recovery and Low Nitrogen Content from Hydrothermal Liquefaction of Biomass with Experiment Verification
10.1016/j.cej.2021.130649 · ExternalCitation · doi-reference
Pressurized Ex-Situ Catalytic Co-Pyrolysis of Polyethylene and Lignin: Efficient BTEX Production and Process Mechanism Analysis
10.1016/j.cej.2021.134122 · ExternalCitation · doi-reference
From Rice Husk to Oil-Cracking Catalyst: Unraveling the Role of Silicon Leaching in ZSM-5 Zeolite Formation
10.1016/j.cej.2025.171105 · ExternalCitation · doi-reference
Intrinsic Kinetics Study of Microwave Catalytic Pyrolysis of Cellulosic Biomass Using a Novel Microwave Thermogravimetric Analyzer
10.1016/j.cej.2025.171400 · ExternalCitation · doi-reference
Catalytic Pyrolysis of Biomass to Aromatics over Bifunctional Ni/ZSM-5 Catalysts Assembled on Rice Husk-Derived Silica Platform
10.1016/j.checat.2024.100958 · ExternalCitation · doi-reference
Enhanced Production of Renewable Aromatic Hydrocarbons for Jet-Fuel from Softwood Biomass and Plastic Waste Using Hierarchical ZSM-5 Modified with Lignin-Assisted Re-Assembly
10.1016/j.enconman.2021.114020 · ExternalCitation · doi-reference
Research Progress in the Preparation of High-Quality Liquid Fuels and Chemicals by Catalytic Pyrolysis of Biomass: A Review
10.1016/j.enconman.2022.115647 · ExternalCitation · doi-reference
Evaluation of Zeolite Catalysts on Product Distribution during Sweet Sorghum Bagasse Catalytic Pyrolysis
10.1016/j.energy.2020.118799 · ExternalCitation · doi-reference
Catalytic Co-Pyrolysis of Woody Biomass with Waste Plastics: Effects of HZSM-5 and Pyrolysis Temperature on Producing High-Value Pyrolytic Products and Reducing Wax Formation
10.1016/j.energy.2021.121739 · ExternalCitation · doi-reference
Co-Pyrolysis of Medical Protective Clothing and Oil Palm Wastes for Biofuel: Experimental, Techno-Economic, and Environmental Analyses
10.1016/j.energy.2023.127221 · ExternalCitation · doi-reference
Highly Selective Production of Light Aromatics from Co-Catalytic Fast Pyrolysis of Pre-Deoxygenated Biomass and Hydrogen-Rich Polyethylene Using a Dual-Catalyst System
10.1016/j.energy.2024.131241 · ExternalCitation · doi-reference
Catalytic Co-Pyrolysis of Poplar Tree and Polystyrene with HZSM-5 and Fe/HZSM-5 for Production of Light Aromatic Hydrocarbons
10.1016/j.energy.2024.131433 · ExternalCitation · doi-reference
Interpretable Machine Learning for Optimizing Product Distribution in Biomass-Plastic Co-Pyrolysis: Unveiling Synergistic Mechanisms and Operational Windows
10.1016/j.energy.2026.140729 · ExternalCitation · doi-reference
Briquetting Optimization Method for the Lignite Powder Using Response Surface Analysis
10.1016/j.fuel.2020.117260 · ExternalCitation · doi-reference
HZSM-5 Zeolite Cross-Linked with Ultrathin Siliceous Layer for Intensifying Catalytic Cracking and Diffusion of n-butane
10.1016/j.fuel.2022.123252 · ExternalCitation · doi-reference
Co-Pyrolysis Characteristics of Waste Tire and Maize Stalk Using TGA, FTIR and Py-GC/MS Analysis
10.1016/j.fuel.2022.127206 · ExternalCitation · doi-reference
Effective Pyrolysis of Waste Cooking Oils into Hydrocarbon Rich Biofuel on Novel Mesoporous Catalyst with Acid and Alkali Coexisting
10.1016/j.indcrop.2020.112362 · ExternalCitation · doi-reference
Hierarchical Zeolites Promoting Synergistic Co-Pyrolysis of Biofuran and Methanol for Enhanced Aromatic Production
10.1016/j.indcrop.2025.121600 · ExternalCitation · doi-reference
Influence of Pyrolysis Temperature and Time on the Cellulose Fast Pyrolysis Products: Analytical Py-GC/MS Study
10.1016/j.jaap.2011.08.006 · ExternalCitation · doi-reference
Optimization of Influencing Factors during Co-Pyrolysis of Biomass and Plastics with Focus on Monocyclic Aromatic Hydrocarbons Content
10.1016/j.jaap.2023.106261 · ExternalCitation · doi-reference
Enhanced Yield and Production of Aromatics Rich Fractions in Bio-Oil through Co-Pyrolysis of Waste Biomass and Plastics
10.1016/j.jaap.2024.106379 · ExternalCitation · doi-reference
Modification of Highly Acid ZSM-5 Composed of Nanocrystal Stacks for Reforming of Lignite Pyrolysis Volatiles to Light Aromatics
10.1016/j.jaap.2025.107009 · ExternalCitation · doi-reference
Enhanced Aromatics Production via Co-Pyrolysis of Biomass and Plastic by Zn Modified ZSM-5 Catalysts
10.1016/j.jaap.2025.107086 · ExternalCitation · doi-reference
Decoding the Co-Pyrolysis Black Box: Explainable Machine Learning Guides Targeted Design of Catalytic Biomass-Plastic Conversion for High-Value Oil-Gas Products
10.1016/j.jaap.2026.107695 · ExternalCitation · doi-reference
A Review of Computational Modeling Techniques for Wet Waste Valorization: Research Trends and Future Perspectives
10.1016/j.jclepro.2022.133025 · ExternalCitation · doi-reference
Controlling Diels-Alder Reactions in Catalytic Pyrolysis of Sawdust and Polypropylene by Coupling CO2 Atmosphere and Fe-Modified Zeolite for Enhanced Light Aromatics Production
10.1016/j.jhazmat.2023.131547 · ExternalCitation · doi-reference
Synergistic Effects and Products Distribution during Co-Pyrolysis of Biomass and Plastics
10.1016/j.joei.2023.101392 · ExternalCitation · doi-reference
Factors Influencing Synergistic Pyrolysis of Biomass and Polypropylene for Alcohols and Hydrocarbon Production
10.1016/j.joei.2024.101642 · ExternalCitation · doi-reference
Machine Learning Based Prediction of Nitrogenous Product Yield in Biomass Pyrolysis Oil
10.1016/j.joei.2025.102291 · ExternalCitation · doi-reference
Co-Pyrolysis of Waste Plastic and Solid Biomass for Synergistic Production of Biofuels and Chemicals-A Review
10.1016/j.pecs.2020.100899 · ExternalCitation · doi-reference
Boosting Aromatic Production from Pine Sawdust and Waste Plastics Co-Pyrolysis via Acidity Tuning of HZSM-5
10.1016/j.psep.2025.106803 · ExternalCitation · doi-reference
Chitosan-Assisted Reassembled Hierarchical HZSM-5 for Selective Production of Monocyclic Aromatics in Catalytic Co-Pyrolysis of Biomass and Plastic
10.1016/j.renene.2024.121492 · ExternalCitation · doi-reference
A Hybrid Wavelet Transformer LightGBM Model Optimized by Optuna–TPE for Global Irradiance Forecasting in Solar Electric Vehicle Energy Management
10.1016/j.rineng.2026.109678 · ExternalCitation · doi-reference
Co-Pyrolysis of Wood Biomass and Synthetic Polymer Mixtures Part I: Influence of Experimental Conditions on the Evolution of Solids, Liquids and Gases
10.1016/s0165-2370(01)00167-x · ExternalCitation · doi-reference
Formation Mechanism of Al Pairs in ZSM-5 Synthesized in a Quasi-Solid Phase System: Al Source, Alkalinity, and Crystallization Kinetics
10.1021/acs.cgd.5c00811 · ExternalCitation · doi-reference
Integrating Experiments and Simulations to Reveal Anisotropic Growth Mechanisms and Interfaces of a One-Dimensional Zeolite
10.1021/acs.chemmater.4c03293 · ExternalCitation · doi-reference
Systematic Analysis of the Nitrogen Adsorption–Desorption Isotherms Recorded for a Series of Materials Based on Microporous–Mesoporous Amorphous Aluminosilicates Using Classical Methods
10.1021/acs.jced.3c00257 · ExternalCitation · doi-reference
Influence of Brønsted Acid Site Proximity on Alkane Cracking in MFI Zeolites
10.1021/acscatal.2c05291 · ExternalCitation · doi-reference
Machine Learning-Guided Identification of PET Hydrolases from Natural Diversity
10.1021/acscatal.5c03460 · ExternalCitation · doi-reference
Upcycling Rice Husk for Hierarchical ZSM-5 Zeolite Synthesis in Glycerol-To-Acrolein Conversion
10.1021/acssuschemeng.5c04184 · ExternalCitation · doi-reference
Waste to Zeolite Catalysts: Solid-Phase Transformation Enables Sustainable Olefin Production and Reduced Environmental Footprint
10.1021/acssuschemeng.5c10366 · ExternalCitation · doi-reference
Optuna: A Next-Generation Hyperparameter Optimization Framework
10.48550/arxiv.1907.10902 · ExternalCitation · doi-reference
