首页> Journal of contaminant hydrology> Identification of time-varying contaminant discharge rates using a data-driven Transformer model.

Identification of time-varying contaminant discharge rates using a data-driven Transformer model.

导出 LinkOut

翻译打印收藏纠错

第一作者： Yaning,Xu

第一单位： Key Laboratory of Groundwater Resources and Environment, Ministry of Education, Jilin University, Changchun 130021, China; Jilin Provincial Key Laboratory of Water Resources and Environment, Jilin University, Changchun 130021, China; College of New Energy and Environment, Jilin University, Changchun 130021, China.

作者： Yaning,Xu ^[1] ; Wenxi,Lu ^[2] ; Liuzhi,Zhu ^[1] ; Qingchun,Yang ^[1]

作者单位： Key Laboratory of Groundwater Resources and Environment, Ministry of Education, Jilin University, Changchun 130021, China; Jilin Provincial Key Laboratory of Water Resources and Environment, Jilin University, Changchun 130021, China; College of New Energy and Environment, Jilin University, Changchun 130021, China. ^[1] Key Laboratory of Groundwater Resources and Environment, Ministry of Education, Jilin University, Changchun 130021, China; Jilin Provincial Key Laboratory of Water Resources and Environment, Jilin University, Changchun 130021, China; College of New Energy and Environment, Jilin University, Changchun 130021, China. Electronic address: luwx999@163.com. ^[2]

关键词 Encoder-decoder Groundwater contamination Self-attention mechanism Transformer model

医学主题词水污染物, 化学性(Water Pollutants, Chemical);模型, 理论(Models, Theoretical);环境监测(Environmental Monitoring)

DOI 10.1016/j.jconhyd.2026.104847

PMID 41529411

发布时间 2026-03-18

翻译满意度评价：

准确一般字义偏差语意偏离译文作用小提交