Xuemin Xia

Efficient estimation of groundwater contaminant source and hydraulic conductivity by an ILUES framework combining GAN and CNN

Na Zheng, Simin Jiang, Xuemin Xia et al. · Journal of Hydrology · 2023 · 40 citations

Natural Sciences, Earth Sciences, Hydrology +17

Groundwater contamination source identification and high-dimensional parameter inversion using residual dense convolutional neural network

Xuemin Xia, Simin Jiang, Nianqing Zhou et al. · Journal of Hydrology · 2022 · 39 citations

Natural Sciences, Earth Sciences, Geological Engineering +15

Machine learning prediction of compressive strength of concrete with resistivity modification

Lin Chi, Mian Wang, Kaihua Liu et al. · Materials Today Communications · 2023 · 39 citations · Full text

Engineering, Civil Engineering, Materials Engineering +13

Genetic algorithm hyper-parameter optimization using Taguchi design for groundwater pollution source identification

Xuemin Xia, Simin Jiang, Nianqing Zhou et al. · Water Science & Technology Water Supply · 2018 · 26 citations · Full text

Architecture, Environmental Engineering, Design Optimization +16

Estimating line contaminant sources in non-Gaussian groundwater conductivity fields using deep learning-based framework

Na Zheng, Li Zhi, Xuemin Xia et al. · Journal of Hydrology · 2024 · 25 citations

Natural Sciences, Earth Sciences, Hydrology +13