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[HTML][HTML] Seawater intrusion in the coastal aquifers of India-A review
Massive withdrawal of groundwater resources due to population growth and rapid
industrialization has led to seawater intrusion into the coastal aquifers across the globe. The …
industrialization has led to seawater intrusion into the coastal aquifers across the globe. The …
Deep learning inversion of electrical resistivity data
The inverse problem of electrical resistivity surveys (ERSs) is difficult because of its
nonlinear and ill-posed nature. For this task, traditional linear inversion methods still face …
nonlinear and ill-posed nature. For this task, traditional linear inversion methods still face …
Application of machine learning techniques in groundwater potential map** along the west coast of India
Groundwater potential map** (GWPM) in the coastal zone is crucial for the planning and
development of society and the environment. The current study is aimed to map the …
development of society and the environment. The current study is aimed to map the …
A comparative study of artificial neural networks, Bayesian neural networks and adaptive neuro-fuzzy inference system in groundwater level prediction
Predictive modeling of hydrological time series is essential for groundwater resource
development and management. Here, we examined the comparative merits and demerits of …
development and management. Here, we examined the comparative merits and demerits of …
Saltwater intrusion in fractured crystalline bedrock
During the past few years, the number of regional and national assessments of groundwater
quality in regard to saltwater intrusion in coastal aquifers has increased steadily. However …
quality in regard to saltwater intrusion in coastal aquifers has increased steadily. However …
Comprehensive surface geophysical investigation of karst caves ahead of the tunnel face: a case study in the **aoheyan section of the water supply project from …
L Bin, L Zhengyu, L Shucai, N Lichao, S Maoxin… - Journal of Applied …, 2017 - Elsevier
This paper describes the application of a comprehensive surface geophysical investigation
of underground karst systems ahead of the tunnel face in the **aoheyan section in the main …
of underground karst systems ahead of the tunnel face in the **aoheyan section in the main …
Efficient Monte Carlo sampling of inverse problems using a neural network-based forward—Applied to GPR crosshole traveltime inversion
Probabilistically formulated inverse problems can be solved using Monte Carlo-based
sampling methods. In principle, both advanced prior information, based on for example …
sampling methods. In principle, both advanced prior information, based on for example …
Electrical resistivity imaging inversion: An ISFLA trained kernel principal component wavelet neural network approach
F Jiang, L Dong, Q Dai - Neural Networks, 2018 - Elsevier
The traditional artificial neural network (ANN) inversion of electrical resistivity imaging (ERI)
based on gradient descent algorithm is known to be inept for its low computation efficiency …
based on gradient descent algorithm is known to be inept for its low computation efficiency …
Machine-learning inversion of resistivity profiles from multifrequency electromagnetic measurements on undulating terrain surfaces
J Zhuo, X Hou, LY **ao, M Zhuang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article first presents machine-learning (ML) inversion of resistivity profiles from
multifrequency electromagnetic measurements on undulating terrain surfaces based on …
multifrequency electromagnetic measurements on undulating terrain surfaces based on …
Multi-source data-driven unsaturated seepage parameter inversion: Application to a high core rockfill dam
The inverse parameter's estimation of unsaturated seepage models is important to ensure
the safety of earth dams, while most existing studies determine the hydraulic characteristics …
the safety of earth dams, while most existing studies determine the hydraulic characteristics …