曹海龍，男，1993年生，博士，副教授，研究生導(dǎo)師，楚天學(xué)者
研究方向
資源和環(huán)境領(lǐng)域（地下水）的機(jī)器學(xué)習(xí)和深度學(xué)習(xí)研究
學(xué)術(shù)網(wǎng)頁(yè)介紹
ResearchGate：https://www.researchgate.net/profile/Hailong-Cao-3
聯(lián)系方式
郵箱：hlcao@yangtzeu.edu.cn
教育背景
2020.09-2023.06 中國(guó)地質(zhì)大學(xué)（武漢） 環(huán)境學(xué)院 環(huán)境科學(xué)與工程 博士
2016.09-2019.06 中國(guó)地質(zhì)大學(xué)（武漢） 環(huán)境學(xué)院 環(huán)境科學(xué)與工程 碩士
2012.09-2016.06 中國(guó)地質(zhì)大學(xué)（武漢） 環(huán)境學(xué)院 環(huán)境工程 本科
工作經(jīng)歷
2025.12-至今 長(zhǎng)江大學(xué) 資源與環(huán)境學(xué)院 副教授
2023.07-2025.12 長(zhǎng)江大學(xué) 資源與環(huán)境學(xué)院 講師
代表論著
[1] Cao, Hailong., Xie, X., Xiao, Ziyi, Liu, Wenjing. (2025). Profiling prediction errors to diagnose performance limitations in machine learning models for geogenic contaminated groundwaters. Journal of Cleaner Production, 525, 146605. DOI: 10.1016/j.jclepro.2025.146605 2025-09-20 （IF = 10.0，SCI 1區(qū)top）
[2] Cao, Hailong, Xie, Xianjun, Xiao, Ziyi, Liu, Wenjing. (2024). Transferability of Machine Learning Models for Geogenic Contaminated Groundwaters. Environmental science & technology. 58(20): 8783-8791. DOI: 10.1021/acs.est.4c01327.（IF = 11.357，SCI 1區(qū)top）
[3] Cao, Hailong, Xie, Xianjun, Shi, Jianbo, Jiang, Guibin, Wang, Yanxin. (2022). Siamese Network-Based Transfer Learning Model to Predict Geogenic Contaminated Groundwaters. Environmental Science & Technology. 56(15): 11071-11079. DOI: 10.1021/acs.est.1c08682.（IF = 11.357，SCI 1區(qū)top）
[4] Cao, Hailong, Xie, Xianjun, Shi, Jianbo, Wang, Yanxin. (2022). Evaluating the validity of class balancing algorithms-based machine learning models for geogenic contaminated groundwaters prediction. Journal of Hydrology. 610: 127933. DOI: 10.1016/j.jhydrol.2022.127933. （IF = 6.708，SCI 1區(qū)top）
[5] Cao, Hailong, Xie, Xianjun, Wang, Yanxin, Liu, Hongxing. (2022). Predicting geogenic groundwater fluoride contamination throughout China. Journal of environmental sciences. 115: 140-148. DOI: 10.1016/j.jes.2021.07.005.（IF = 6.796，SCI 2區(qū)）
[6] Cao, Hailong, Xie, Xianjun, Wang, Yanxin, Deng, Yamin. (2021). The interactive natural drivers of global geogenic arsenic contamination of groundwater. Journal of Hydrology. 597: 126214. DOI: 10.1016/j.jhydrol.2021.126214.（IF = 6.708，SCI 1區(qū)top）
[7] Cao, Hailong, He, Junrong, Xie, Xianjun, Wang, Yanxin, Li, Junxia, Qian, Kun, Deng, Yamin, Gan, Yiqun. (2020). The effect of groundwater velocities on sulfidation of arsenic-bearing ferrihydrite: Insight from column experiments. Journal of Hydrology. 586: 124827. DOI: 10.1016/j.jhydrol.2020.124827.（IF = 6.708，SCI 1區(qū)top）
[8] Cao, Hailong, Xie, Xianjun, Wang, Yanxin, Pi, Kunfu, Li, Junxia, Zhan, Hongbin. (2018). Predicting the risk of groundwater arsenic contamination in drinking water wells. Journal of Hydrology. 560: 318-325. DOI: 10.1016/j.jhydrol.2018.03.007.（IF = 6.708，SCI 1區(qū)top）
科研項(xiàng)目
[1] 主持 國(guó)自然青年科學(xué)基金項(xiàng)目：基于可解釋機(jī)器學(xué)習(xí)的鈾酰配合物對(duì)地下水鈾空間變異的作用機(jī)制研究，2025-2027
