Toward explainable and generalizable data-driven modeling in real wastewater treatment plants: Utilizing bidimensional interpretable deep learning and cross-scenario transfer learning

Weihao Chen, Wenchong Tian, Chao Lu, Hexiang Yan, Tao Tao, Saba Daneshgar, Bernard De Baets, Kunlun Xin

Open source

DOI
10.1016/j.jenvman.2026.130037
Published
2026-06
Container
Journal of Environmental Management
Publisher
Elsevier BV
Open access
unknown

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BibTeX

@article{allodium:10.1016/j.jenvman.2026.130037,
  title = {Toward explainable and generalizable data-driven modeling in real wastewater treatment plants: Utilizing bidimensional interpretable deep learning and cross-scenario transfer learning},
  author = {Weihao Chen and Wenchong Tian and Chao Lu and Hexiang Yan and Tao Tao and Saba Daneshgar and Bernard De Baets and Kunlun Xin},
  year = {2026},
  journal = {Journal of Environmental Management},
  doi = {10.1016/j.jenvman.2026.130037},
  url = {https://doi.org/10.1016/j.jenvman.2026.130037}
}

RIS

TY  - JOUR
TI  - Toward explainable and generalizable data-driven modeling in real wastewater treatment plants: Utilizing bidimensional interpretable deep learning and cross-scenario transfer learning
AU  - Weihao Chen
AU  - Wenchong Tian
AU  - Chao Lu
AU  - Hexiang Yan
AU  - Tao Tao
AU  - Saba Daneshgar
AU  - Bernard De Baets
AU  - Kunlun Xin
PY  - 2026
JO  - Journal of Environmental Management
DO  - 10.1016/j.jenvman.2026.130037
UR  - https://doi.org/10.1016/j.jenvman.2026.130037
ER  - 

APA

Chen, W., Tian, W., Lu, C., Yan, H., Tao, T., Daneshgar, S., Baets, B. D., & Xin, K. (2026). Toward explainable and generalizable data-driven modeling in real wastewater treatment plants: Utilizing bidimensional interpretable deep learning and cross-scenario transfer learning. Journal of Environmental Management. https://doi.org/10.1016/j.jenvman.2026.130037

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