Organization
Institute of Materials and Systems for Sustainability Division of Systems Research (DS) Assistant Professor
Graduate School
Graduate School of Engineering
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