Artificial Intelligence/Machine Learning on Environmental Science & Engineering

ISSN: 2095-2201 (Print) 2095-221X (Online)

In this topical collection (20 articles)

  1. No Access

    Research Article

    Online machine learning for stream wastewater influent flow rate prediction under unprecedented emergencies

    Pengxiao Zhou, Zhong Li, Yimei Zhang… Article:152

  2. No Access

    Research Article

    A large-scale screening of metal-organic frameworks for iodine capture combining molecular simulation and machine learning

    Min Cheng, Zhiyuan Zhang, Shihui Wang… Article:148

  3. No Access

    Research Article

    Machine learning enabled prediction and process optimization of VFA production from riboflavin-mediated sludge fermentation

    Weishuai Li, Jingang Huang, Zhuoer Shi… Article:135

  4. No Access

    Research Article

    Predicting the elemental compositions of solid waste using ATR-FTIR and machine learning

    Haoyang Xian, Pinjing He, Dongying Lan… Article:121

  5. No Access

    Research Article

    Water quality prediction of copper-molybdenum mining-beneficiation wastewater based on the PSO-SVR model

    Xiaohua Fu, Qingxing Zheng, Guomin Jiang… Article:98

  6. No Access

    Research Article

    Electroreduction of hexavalent chromium using a porous titanium flow-through electrode and intelligent prediction based on a back propagation neural network

    Xinwan Zhang, Guangyuan Meng, Jinwen Hu… Article:97

  7. No Access

    Review Article

    Spatial prediction of soil contamination based on machine learning: a review

    Yang Zhang, Mei Lei, Kai Li, Tienan Ju Article:93

  8. No Access

    Research Article

    A novel hybrid model for water quality prediction based on VMD and IGOA optimized for LSTM

    Zhaocai Wang, Qingyu Wang, Tunhua Wu Article:88

  9. No Access

    Research Article

    Approaching the upper boundary of driver-response relationships: identifying factors using a novel framework integrating quantile regression with interpretable machine learning

    Zhongyao Liang, Yaoyang Xu, Gang Zhao… Article:76

  10. No Access

    Research Article

    Water quality soft-sensor prediction in anaerobic process using deep neural network optimized by Tree-structured Parzen Estimator

    Junlang Li, Zhenguo Chen, Xiaoyong Li… Article:67

  11. No Access

    Perspectives

    Bolstering integrity in environmental data science and machine learning requires understanding socioecological inequity

    Joe F. Bozeman III Article:65

  12. No Access

    Research Article

    Source identification and prediction of nitrogen and phosphorus pollution of Lake Taihu by an ensemble machine learning technique

    Yirong Hu, Wenjie Du, Cheng Yang, Yang Wang… Article:55

  13. No Access

    Research Article

    Machine learning assisted adsorption performance evaluation of biochar on heavy metal

    Qiannan Duan, Pengwei Yan, Yichen Feng… Article:55

  14. No Access

    Review Article

    State-of-the-art applications of machine learning in the life cycle of solid waste management

    Rui Liang, Chao Chen, Akash Kumar, Junyu Tao… Article:44

  15. No Access

    Review Article

    Application of machine learning models in groundwater quality assessment and prediction: progress and challenges

    Yanpeng Huang, Chao Wang, Yuanhao Wang… Article:29

  16. No Access

    Research Article

    A hybrid Wavelet-CNN-LSTM deep learning model for short-term urban water demand forecasting

    Zhengheng Pu, Jieru Yan, Lei Chen… Article:22

  17. No Access

    Research Article

    Prediction and cause investigation of ozone based on a double-stage attention mechanism recurrent neural network

    Yuanxin Zhang, Fei Li, Chaoqiong Ni… Article:21

  18. No Access

    Research Article

    Online soft measurement for wastewater treatment system based on hybrid deep learning

    Wenjie Mai, Zhenguo Chen, Xiaoyong Li… Article:20

  19. No Access

    Research Article

    Development of gradient boosting-assisted machine learning data-driven model for free chlorine residual prediction

    Wiley Helm, Shifa Zhong, Elliot Reid… Article:17

  20. No Access

    Research Article

    A novel deep learning framework with variational auto-encoder for indoor air quality prediction

    Qiyue Wu, Yun Geng, Xinyuan Wang… Article:8