Results 21 to 30 of about 11,470 (264)

Data Interpretation Technology of GPR Survey Based on Variational Mode Decomposition

open access: yesApplied Sciences, 2019
Data interpretation is the crucial scientific component that influences the inspection accuracy of ground penetrating radar (GPR). Developing algorithms for interpreting GPR data is a research focus of increasing interest.
Juncai Xu, Bangjun Lei
doaj   +1 more source

Rectangularization of Gaussian process regression for optimization of hyperparameters

open access: yesMachine Learning with Applications, 2023
Gaussian process regression (GPR) is a powerful machine learning method which has recently enjoyed wider use, in particular in physical sciences. In its original formulation, GPR uses a square matrix of covariances among training data and can be viewed ...
Sergei Manzhos, Manabu Ihara
doaj   +1 more source

INFORMATIVENESS OF THE GPR METHOD ON THE EXAMPLE OF RESULTS FROM EXPERIMENTAL SITE

open access: yesВісник Київського національного університету імені Тараса Шевченка. Серія Геологія
In this article the results of Ground penetrating radar (GPR) surveys on experimental site near Institute of Geology of Taras Shevchenko National University of Kyiv (Kyiv, Ukraine) are represented.
A. Chernov, M. Reva
doaj   +1 more source

A denoising method based on cyclegan with attention mechanisms for improving the hidden distress features of pavement

open access: yesScientific Reports, 2023
Ground Penetrating Radar (GPR) is one of the most used devices for road structural damages detection. However, due to the different roadbed conditions and various disturbances in the nearby environment during detection, there are great difficulties in ...
Lei Liu   +7 more
doaj   +1 more source

Modeling GPR Wave Propagation in Complex Underground Structures Using Conformal ADI-FDTD Algorithm

open access: yesApplied Sciences, 2022
Ground Penetrating Radar (GPR) is a shallow geophysical method for detecting and locating subsurface targets. The GPR image echo characteristics of complex underground structures can be obtained by carrying out GPR forward modeling research.
Yinping Li   +4 more
doaj   +1 more source

Research on Remaining Useful Life Prognostics Based on Fuzzy Evaluation-Gaussian Process Regression Method

open access: yesIEEE Access, 2020
To achieve efficient and accurate remaining life prediction and effectively express the uncertainty of prediction results, this paper proposes a remaining life prediction method based on fuzzy evaluation-Gaussian process regression (FE-GPR).
Weijie Kang   +5 more
doaj   +1 more source

Опыт работы с прибором георадар «Тритон-М» на территории города Петропавловск-Камчатский (Камчатка)

open access: yesVestnik KRAUNC: Fiziko-Matematičeskie Nauki
Определение возможностей применения метода георадиолокации, относящегося к методам малоглубинной геофизики, в сейсмоактивных районах позволит повысить информативность и достоверность результатов, особенно при инженерно-геологических изысканиях для ...
Павлова, В.Ю.
doaj   +1 more source

Evaluating the Properties of Railway Ballast Using Spectral Analysis of Ground Penetrating Radar Signal Based on Optimized Variational Mode Decomposition

open access: yesAdvances in Civil Engineering, 2022
Ground penetrating radar (GPR) has been widely applied in the assessment of railway ballast conditions (fouling, moisture) by using the spectrum of the tested GPR signal. However, the drawbacks of the low time-frequency resolution and mode mixing prevent
Wael Zatar   +4 more
doaj   +1 more source

GAN-Based Inversion of Crosshole GPR Data to Characterize Subsurface Structures

open access: yesRemote Sensing, 2023
The crosshole ground-penetrating radar (GPR) technique is widely used to characterize subsurface structures, yet the interpretation of crosshole GPR data involves solving non-linear and ill-posed inverse problems.
Donghao Zhang   +4 more
doaj   +1 more source

Опыт работы с прибором георадар «ПИТОН-3» на территории города Петропавловск-Камчатский (Камчатка)

open access: yesVestnik KRAUNC: Fiziko-Matematičeskie Nauki
Определение возможностей применения метода георадиолокации, относящегося к методам малоглубинной геофизики, в сейсмоактивных районах позволит повысить информативность и достоверность результатов, особенно при инженерно-геологических изысканиях для ...
Павлова, В.Ю.   +1 more
doaj   +1 more source

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