Organization
Institute of Materials and Systems for Sustainability Division of Systems Research (DS) Assistant Professor
Title
Assistant Professor
Homepage
External link
JI Jiayuan (Jerry)
Degree 1
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Ph.D. （ 2019.9 Tohoku University ）
Research Interests 1
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Wastewater treatment, AnMBR, Methane fermentation, Waste treatment and managment, Machine learning, Practical AI, Predictive model
Research Areas 3
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Environmental Science/Agriculture Science / Recycling systems and society
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Environmental Science/Agriculture Science / Environmental load reduction/restoration technology
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Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Civil engineering (environmental systems)
Papers 7
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Time-aware attention network for multi-step future prediction in wastewater treatment Reviewed International coauthorship Open Access
Zu, Y., Ji, J.*, Chen, S., Feng, Z.
Journal of Environmental Management Vol. 411 page： 130193 2026.7
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Empowerment of accurate modeling of anaerobic membrane bioreactors by automated machine learning Reviewed International coauthorship Open Access
Yu, J., Zheng, Z., Ni, J., Ji, J.*
Journal of Environmental Management Vol. 401 page： 128801 2026.3
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A modeling framework for comparative evaluation of municipal sludge treatment technologies: case studies of Japanese wastewater treatment plants Reviewed Open Access
Ji, J., Shimizu, A., Okubo, T., Kanematsu, Y., Kikuchi, Y.
Journal of Industrial Ecology 2026
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Non-uniform strain synergistically induced by active centers driving efficient peroxymonosulfate activation: Sulfur doping-augmented oxygen vacancies Reviewed International coauthorship
Khiem, T.C., Huy, N.N., Wacławek, S., Ji, J., Chen, W.H., Yu, K.P., Tsang, Y.F., Lin, K.Y.A.
Applied Catalysis B: Environment and Energy Vol. 378 page： 125576 2025.12
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Combining experimental and computational fluid dynamics simulation approaches to optimize cross-flow velocity conditions in anaerobic membrane bioreactors Reviewed Open Access
Ji, J.*, Wang, H., Huang, S.F., Li, Y.Y., Tokumasu, T.
Journal of Water Process Engineering Vol. 78 page： 108790 2025.10
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Enhanced prediction of partial nitrification-anammox process in wastewater treatment by developing an attention-based deep learning network Reviewed International coauthorship Open Access
Ji, J.*, Feng, Z.*, Chen, S.
Journal of Environmental Management Vol. 374 page： 124012 2025.2
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Electro-conductive modification of PVDF membrane for electrified wastewater treatment: optimization and antifouling performance Reviewed International coauthorship Open Access
Shi, J., Hu, Y.*, Li, S., Xiao, W., Yang, Y., Ji, J.*
Membranes Vol. 15 ( 1 ) page： 1 2025
Books 1
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Biological Approaches in Dye-Containing Wastewater Reviewed
（ Role： Contributor , Aerobic/Anaerobic Membrane Bioreactor in Textile Wastewater）
2022