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From biomass pathways to quantitative systems analysis.

Diagram connecting biomass components to conversion products
Biomass conversion pathways and product families.
Diagram comparing routes for lipid, protein and carbohydrate conversion
Alternative conversion routes and product selectivity.
Machine-learning workflow with feature relationships, model comparison and prediction
Data-driven modelling, feature relationships and prediction.
Process diagram and scenario comparison for biomass graphitization
Process pathways with life-cycle and scenario comparisons.
46journal research articles
2018–2026publication years

2026

13 publications
  1. 01

    Advanced H-Beta Zeolite Catalysis for Selective Benzene Production from Sulfur-Containing PPS Plastic Waste

    Wanting Wang, Dongxian Li, Xiaocao Shan, Shule Wang, Xianzhi Meng, Jia Wang, Ju Xie, Jianchun Jiang

    ACS Sustainable Chemistry & Engineering · 14(4), 2116-2128DOI ↗

  2. 02

    Ambient-pressure conversion of plastic waste to jet fuel cycloalkanes by tandem hydropyrolysis and vapour-phase hydrogenation

    Jia Wang, Zedong Zhang, Shule Wang, Ya-Fei Jiang, He Zhou, Wenhui Zhong, Yiyun Zhang, Dongxian Li, Wenjun Zhong, Shiyao Li, Daniel Sanchez, Dingsheng Wang, Jun Li, Jianchun Jiang, Yadong Li

    Nature EnergyDOI ↗

  3. 03

    Atomically precise catalysts design toward efficient waste plastic hydrogenolysis

    Zedong Zhang, Shijie Shen, Wenwu Zhong, Wen-Gang Cui, Yaxiong Yang, Jia Wang, Shule Wang, Hongge Pan, Dingsheng Wang

    Nature Communications · 17(1), 5016DOI ↗

  4. 04

    Domain-Knowledge-Guided Precursor Descriptors Enable Low-Characterization Prediction of Sodium Storage in Sulfur-Containing Biomass-Derived Hard Carbons

    Chenghao Yu, Junxiao Li, Yanghao Jin, Shitao Wen, Senqiang Qin, Ao Wang, Mengmeng Fan, Kang Sun, Shule Wang

    Applied Sciences · 16(8), 3706DOI ↗

  5. 05

    Enhancing biochar steam gasification via frequency-tuned microwave heating for efficient CO2-to-CO conversion

    Xinru La, Haolin Liu, Wei Liao, Xi Lin, Bingqing Shi, Yunjuan Sun, Jurong Ren, Lingming Xiong, Shule Wang, Jia Wang, Jianchun Jiang

    Biomass and Bioenergy · 214, 109506DOI ↗

  6. 06

    Frequency-controlled microwave fields unlock low-temperature biochar gasification

    Mengyuan Wen, Wei Liao, Shule Wang, Xianzhi Meng, Jia Wang, Jianchun Jiang, Arthur J. Ragauskas

    Bioresource Technology · 455, 134863DOI ↗

  7. 07

    Frequency-Optimized Microwave Reforming of Biochar: Synergistic Enhancement of Syngas Quality via Molecular-Level Activation of the Boudouard Reaction

    Yaodong Wang, Mengyuan Wen, Wei Liao, Shule Wang, Xianzhi Meng, Lingming Xiong, Yanghao Jin, Jia Wang, Xiangzhou Yuan, Arthur J Ragauskas, Jianchun Jiang

    Journal of the Energy Institute · 126, 102536DOI ↗

  8. 08

    Multi-Scale Modeling of Enzymatic Hydrolysis Efficiency Based on Machine Learning: From Hydrothermal Pretreatment Conditions to Lignin Structural Properties

    Danna Xie, Huanhuan Ma, Jing Wang, Aldo Joao Cárdenas-Oscanoa, Shule Wang, Caoxing Huang

    ACS Sustainable Chemistry & Engineering · 14(12), 6204-6222DOI ↗

  9. 09

    Reshaping interfacial heat supply in the Boudouard reaction through variable-frequency microwave fields

    Wei Liao, Haolin Liu, Mengyuan Wen, Xianzhi Meng, Shule Wang, Lingming Xiong, Dan Xu, Jia Wang, Zibo Xu, Daniel C. W. Tsang, Jianchun Jiang

    Bioresource Technology · 459, 135224DOI ↗

  10. 10

    Selective catalytic conversion of polyphenylene oxide waste into benzene and toluene for hydrogen storage via zeolite-controlled hydro-pyrolysis

    Bingqing Shi, Dongxian Li, Xi Lin, Shule Wang, Xianzhi Meng, Yanghao Jin, Jia Wang, Jianchun Jiang

    Journal of Environmental Chemical Engineering · 14(2), 121267DOI ↗

  11. 11

    Selective Upcycling of Polycarbonate Waste to Cyclohexanol via RuLa Dual‐Atom Catalysis

    Jia Wang, Dongxian Li, Zedong Zhang, Zechao Zhuang, Jiarui Yang, Shule Wang, Tao Gan, Dingsheng Wang, Jianchun Jiang

    Angewandte Chemie International Edition · 65(12), e24681DOI ↗

  12. 12

    Tailoring microwave-responsive carbon from lignin for efficient syngas generation

    Haolin Liu, Wei Liao, Shule Wang, Xianzhi Meng, Lingming Xiong, Yanghao Jin, Jia Wang, Jianchun Jiang

    Bioresource Technology · 441, 133658DOI ↗

  13. 13

    The state-of-the-art applications of machine learning technologies in liquid biofuel biorefineries

    Danna Xie, Yan Shi, Jing Wang, Aldo Joao Cárdenas-Oscanoa, Shule Wang, Caoxing Huang

    Biomass and Bioenergy · 205, 108510DOI ↗

2025

6 publications
  1. 01

    Assessing the Techno-Economic Feasibility of Bamboo Residue-Derived Hard Carbon

    Senqiang Qin, Chenghao Yu, Yanghao Jin, Gaoyue Zhang, Wei Xu, Ao Wang, Mengmeng Fan, Kang Sun, Shule Wang

    Applied Sciences · 15(13), 7113DOI ↗

  2. 02

    Breaking the yield–selectivity trade-off in polystyrene waste valorization via tandem depolymerization and hydrogenolysis

    Jia Wang, Zedong Zhang, Yan Zhang, Dongxian Li, Zechao Zhuang, Wei Liao, Tong Han, Lin Dong, Shule Wang, Dingsheng Wang, Jianchun Jiang

    Nature Nanotechnology · 21(1), 87-94DOI ↗

  3. 03

    Data-Guided Exploration of Process Control in Carbon-Based Catalyst Design for Two-Electron Oxygen Reduction

    Zihao Jiang, Lin Cong, Xinrui Zhou, Shengchun Hu, Yuying Zhao, Qixin Yuan, Yuhan Wu, Kang Sun, Shule Wang, Jianchun Jiang, Mengmeng Fan

    Langmuir · 41(32), 21337-21348DOI ↗

  4. 04

    Enhancing methane cracking through variable-frequency microwave heating: Improved energy efficiency and carbon nanotube formation

    Haolin Liu, Wei Liao, Mengyuan Wen, Jurong Ren, Shule Wang, Xianzhi Meng, Lingming Xiong, Yanghao Jin, Jia Wang, Jianchun Jiang

    Energy · 334, 137634DOI ↗

  5. 05

    Rationally Designing Efficient Biomass Carbon Electrocatalyst for H2O2 Synthesis and Near-Neutral Zn-Air Battery with Preliminary Machine Learning Guidance

    Jiawei He, Zijun Shen, Shengchun Hu, Yuying Zhao, Qixin Yuan, Yuhan Wu, Kang Sun, Shule Wang, Jianchun Jiang, Mengmeng Fan

    ACS Applied Materials & Interfaces · 17(16), 23937-23947DOI ↗

  6. 06

    Unveiling the Role of Lignin in Biomass-Derived Hard Carbon Anodes via Machine Learning

    Junxiao Li, Yanghao Jin, Kang Sun, Ao Wang, Gaoyue Zhang, Limin Zhou, Weihong Yang, Mengmeng Fan, Jianchun Jiang, Yuming Wen, Shule Wang

    Journal of Power Sources · 631, 236323DOI ↗

2024

6 publications
  1. 01

    A novel three-stage ex-situ catalytic pyrolysis process for improved bio-oil yield and quality from lignocellulosic biomass

    Yanghao Jin, Sirui Liu, Ziyi Shi, Shule Wang, Ilman Nuran Zaini, Chuchu Tang, Sibudjing Kawi, Chi-Hwa Wang, Mikael Hedenqvist, Xincheng Lu, Yuming Wen, Jianchun Jiang, Pär Göran Jönsson, Weihong Yang

    Energy · 295, 131029DOI ↗

  2. 02

    Distributed electrified heating for efficient hydrogen production

    Hanmin Yang, Ilman Nuran Zaini, Ruming Pan, Yanghao Jin, Yazhe Wang, Lengwan Li, José Juan Bolívar Caballero, Ziyi Shi, Yaprak Subasi, Anissa Nurdiawati, Shule Wang, Yazhou Shen, Tianxiang Wang, Yue Wang, Linda Sandström, Pär G Jönsson, Weihong Yang, Tong Han

    Nature Communications · 15(1), 3868DOI ↗

  3. 03

    Exploring the Role of Process Control and Catalyst Design in Methane Catalytic Decomposition: A Machine Learning Perspective

    Yuming Wen, Shule Wang, Libo Wu, Emmerson Hondo, Chuchu Tang, Jianchun Jiang, Ghim Ho, Sibudjing Kawi, Chi-Hwa Wang

    International Journal of Hydrogen Energy · 72, 601-613DOI ↗

  4. 04

    Kinetic investigation on the catalytic pyrolysis of plastic fractions of waste electrical and electronic equipment (WEEE): A mathematical deconvolution approach

    Samina Gulshan, Hoda Shafaghat, Shule Wang, Leilei Dai, Chuchu Tang, Wenming Fu, Yuming Wen, Chi-Hwa Wang, Panagiotis Evangelopoulos, Weihong Yang

    Waste Management · 187, 156-166DOI ↗

  5. 05

    Novel Index to Screen and Evaluate Ionic Liquids for CO2/CH4 Separation

    Yifeng Chen, Lei Wang, Shule Wang, Gangqiang Yu, Kang Sun, Jianchun Jiang, Xiaohua Lu, Xiaoyan Ji

    Industrial and engineering chemistry research · 63(33), 14801-14810DOI ↗

  6. 06

    Research Progress in the Application of Machine Learning in the Preparation and Application of Biochar

    Bufei Wang, Yuanchong Yue, Mei Wang, Kang Sun, Shule Wang, Quan Bu

    Linchan Huaxue Yu Gongye/Chemistry and Industry of Forest ProductsDOI ↗

2023

5 publications
  1. 01

    Carbon-negative valorization of biomass waste into affordable green hydrogen and battery anodes

    Hanmin Yang, Anissa Nurdiawati, Ritambhara Gond, Shiwei Chen, Shule Wang, Bin Tang, Yanghao Jin, Ilman Nuran Zaini, Ziyi Shi, Wujun Wang, Andrew Martin, Reza Younesi, Linda Sandström, Pär G Jönsson, Weihong Yang, Tong Han

    International Journal of Hydrogen Energy · 49, 459-471DOI ↗

  2. 02

    Establishment of green graphite industry: Graphite from biomass and its various applications

    Ziyi Shi, Shule Wang, Yanghao Jin, Lingfeng Zhao, Shiwei Chen, Hanmin Yang, Yuxiao Cui, Rikard Svanberg, Chuchu Tang, Jianchun Jiang, Weihong Yang, Pär G Jönsson, Tong Han

    Susmat · 3(3), 402-415DOI ↗

  3. 03

    Hydrothermal carbonization coupled with pyrolysis: An innovative approach to digestate management

    Ziyi Shi, Sirui Liu, Shule Wang, Lukasz Niedzwiecki, Marcin Baranowski, Michał Czerep, Chuchu Tang, Sibudjing Kawi, Chi-Hwa Wang, Jianchun Jiang, Mikael S Hedenqvist, Halina Pawlak-Kruczek, Wangzhong Mu, Yuming Wen, Pär Göran Jönsson, Weihong Yang

    Green Energy and Resources · 1(3), 100034DOI ↗

  4. 04

    Mixed plastics wastes upcycling with high-stability single-atom Ru catalyst

    Zedong Zhang, Jia Wang, Xiaohu Ge, Shule Wang, Ang Li, Runze Li, Ji Shen, Xiao Liang, Tao Gan, Xiaodong Han, Xusheng Zheng, Xuezhi Duan, Dingsheng Wang, Jianchun Jiang, Yadong Li

    Journal of the American Chemical Society · 145(41), 22836-22844DOI ↗

  5. 05

    Van Krevelen diagrams based on machine learning visualize feedstock-product relationships in thermal conversion processes

    Shule Wang, Yiying Wang, Ziyi Shi, Kang Sun, Yuming Wen, Lukasz Niedzwiecki, Ruming Pan, Yongdong Xu, Ilman Nuran Zaini, Katarzyna Jagodzińska, Christian Aragon-Briceno, Chuchu Tang, Thossaporn Onsree, Nakorn Tippayawong, Halina Pawlak-Kruczek, Pär Göran Jönsson, Weihong Yang, Jianchun Jiang, Sibudjing Kawi, Chi-Hwa Wang

    Communications Chemistry · 6(1), 273DOI ↗

2022

6 publications
  1. 01

    A machine learning model to predict the pyrolytic kinetics of different types of feedstocks

    Shule Wang, Ziyi Shi, Yanghao Jin, Ilman Nuran Zaini, Yan Li, Chuchu Tang, Wangzhong Mu, Yuming Wen, Jianchun Jiang, Pär Göran Jönsson, Weihong Yang

    Energy Conversion and Management · 260, 115613DOI ↗

  2. 02

    Effect of hydrothermal carbonization pretreatment on the pyrolysis behavior of the digestate of agricultural waste: A view on kinetics and thermodynamics

    Shule Wang, Yuming Wen, Ziyi Shi, Lukasz Niedzwiecki, Marcin Baranowski, Michał Czerep, Wangzhong Mu, Halina Pawlak Kruczek, Pär Göran Jönsson, Weihong Yang

    Chemical Engineering Journal · 431, 133881DOI ↗

  3. 03

    H2-rich syngas production from pyrolysis of agricultural waste digestate coupled with the hydrothermal carbonization process

    Yuming Wen, Shule Wang, Ziyi Shi, Ilman Nuran Zaini, Lukasz Niedzwiecki, Christian Aragon-Briceno, Chuchu Tang, Halina Pawlak-Kruczek, Pär Göran Jönsson, Weihong Yang

    Energy Conversion and Management · 269, 116101DOI ↗

  4. 04

    Novel carbon-negative methane production via integrating anaerobic digestion and pyrolysis of organic fraction of municipal solid waste

    Shule Wang, Yuming Wen, Ziyi Shi, Ilman Nuran Zaini, Pär Göran Jönsson, Weihong Yang

    Energy Conversion and Management · 252, 115042DOI ↗

  5. 05

    Pyrolysis of engineered beach-cast seaweed: Performances and life cycle assessment

    Yuming Wen, Shule Wang, Ziyi Shi, Yanghao Jin, Jean-Baptiste Thomas, Elias Sebastian Azzi, Daniel Franzén, Fredrik Gröndahl, Andrew Martin, Chuchu Tang, Wangzhong Mu, Pär Göran Jönsson, Weihong Yang

    Water Research · 222, 118875DOI ↗

  6. 06

    Renewable hydrogen production from the organic fraction of municipal solid waste through a novel carbon-negative process concept

    Shule Wang, Hanmin Yang, Ziyi Shi, Ilman Nuran Zaini, Yuming Wen, Jianchun Jiang, Pär Göran Jönsson, Weihong Yang

    Energy · 252, 124056DOI ↗

2021

6 publications
  1. 01

    Integration of hydrothermal carbonization treatment for water and energy recovery from organic fraction of municipal solid waste digestate

    Christian Aragon-Briceño, Artur Pożarlik, Eddy Bramer, Gerrit Brem, Shule Wang, Yuming Wen, Weihong Yang, Halina Pawlak-Kruczek, Łukasz Niedźwiecki, Agnieszka Urbanowska, Krzysztof Mościcki, Michał Płoszczyca

    Renewable Energy · 184, 577-591DOI ↗

  2. 02

    Magnetic bio-activated carbons production using different process parameters for phosphorus removal from artificially prepared phosphorus-rich and domestic wastewater

    Yuming Wen, Zhaoran Zheng, Shule Wang, Tong Han, Weihong Yang, Pär Göran Jönsson

    Chemosphere · 271, 129561DOI ↗

  3. 03

    Pyrolysis behaviour, kinetics and thermodynamic data of hydrothermal carbonization–Treated pulp and paper mill sludge

    Shule Wang, Yuming Wen, Henry Hammarström, Pär Göran Jönsson, Weihong Yang

    Renewable Energy · 177, 1282-1292DOI ↗

  4. 04

    Pyrolysis of raw and anaerobically digested organic fractions of municipal solid waste: Kinetics, thermodynamics, and product characterization

    Ziyi Shi, Shule Wang, Wangzhong Mu, Pär Göran Jönsson, Weihong Yang

    Chemical Engineering Journal · 415, 129064DOI ↗

  5. 05

    Synergistic effect of the co-pyrolysis of cardboard and polyethylene: A kinetic and thermodynamic study

    Yuming Wen, Ilman Nuran Zaini, Shule Wang, Wangzhong Mu, Pär Göran Jönsson, Weihong Yang

    Energy · 229, 120693DOI ↗

  6. 06

    Synergistic effects in the copyrolysis of municipal sewage sludge digestate and salix: Reaction mechanism, product characterization and char stability

    Shule Wang, Per Mandfloen, Pär Jönsson, Weihong Yang

    Applied Energy · 289, 116687DOI ↗

2020

2 publications
  1. 01

    Pyrolysis performance of peat moss: A simultaneous in-situ thermal analysis and bench-scale experimental study

    Yuming Wen, Shule Wang, Wangzhong Mu, Weihong Yang, Pär G Jönsson

    Fuel · 277, 118173DOI ↗

  2. 02

    Pyrolysis study of hydrothermal carbonization-treated digested sewage sludge using a Py-GC/MS and a bench-scale pyrolyzer

    Shule Wang, Henry Persson, Weihong Yang, Pär Göran Jönsson

    Fuel · 262, 116335DOI ↗

2019

1 publication
  1. 01

    Catalytic pyrolysis over transition metal-modified zeolites: A comparative study between catalyst activity and deactivation

    H. Persson, I. Duman, Shule Wang, L.J. Pettersson, W. Yang

    Journal of Analytical and Applied Pyrolysis · 138, 54-61DOI ↗

2018

1 publication
  1. 01

    Effect of H 2 as Pyrolytic Agent on the Product Distribution during Catalytic Fast Pyrolysis of Biomass Using Zeolites

    Shule Wang, Henry Persson, Weihong Yang, Pär Göran Jönsson

    Energy & Fuels · 32(8), 8530-8536DOI ↗