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Prediction method for the tension force of support ropes in flexible rockfall barriers based on full-scale experiments and numerical analysis
This paper proposes a prediction method for the tension force of support ropes in flexible rockfall barriers. The method is based on two full-scale...
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Three-pressure prediction method of jointing well-seismic data in JT1 well area of Sichuan Basin in China
With the high yield of many wells represented by Well JT1 in the Maokou Formation, has catalyzed a surge in exploration activities along the platform...
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Accurate measurement techniques and prediction approaches for the in-situ rock stress
The precise calculation and evaluation of the in-situ rock stress tensor is a crucial factor in addressing the major challenges related to subsurface...
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Experimental verification of seafloor crustal deformation observations by UAV-based GNSS-A
The Global Navigation Satellite System-Acoustic ranging combination technique (GNSS-A) is the only geodetic observation method that can precisely...
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Influence of the surface flaws in oil-tempered wires on the fatigue life of automotive engine valve springs
The purpose of this study is to evaluate the fatigue life of an automotive engine valve spring when the micro defect is applied to a 2300 MPa-class...
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Analytical solution of overlying pipe deformation caused by tunnel excavation based on Pasternak foundation model
The existing tunnel construction causes stratum deformation, which in turn leads to additional deformation and internal force of the overlying...
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Improving prediction accuracy of laser-induced shock wave velocity prediction using neural networks
The velocity of laser-induced shock waves affects the efficiency and efficacy of laser-based processes. The ability to accurately estimate shock wave...
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Peak ground acceleration prediction for on-site earthquake early warning with deep learning
Rapid and accurate prediction of peak ground acceleration (PGA) is an important basis for determining seismic damage through on-site earthquake early...
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Prediction and design optimization of mechanical properties for rubber fertilizer hose reinforced with helically wrapped nylon
Predicting and optimizing the mechanical performance of the helically wound nylon-reinforced rubber fertilizer hose (HWNR hose) is crucial for...
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Machine learning-based tsunami inundation prediction derived from offshore observations
The world’s largest and densest tsunami observing system gives us the leverage to develop a method for a real-time tsunami inundation prediction...
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Predicting stress, strain and deformation fields in materials and structures with graph neural networks
Develo** accurate yet fast computational tools to simulate complex physical phenomena is a long-standing problem. Recent advances in machine...
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Optimization of wear parameters for ECAP-processed ZK30 alloy using response surface and machine learning approaches: a comparative study
The present research applies different statistical analysis and machine learning (ML) approaches to predict and optimize the processing parameters on...
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Artificial intelligence-enabled prediction of chemotherapy-induced cardiotoxicity from baseline electrocardiograms
Anthracyclines can cause cancer therapy-related cardiac dysfunction (CTRCD) that adversely affects prognosis. Despite guideline recommendations, only...
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Rapid detection of residual chlorpyrifos and pyrimethanil on fruit surface by surface-enhanced Raman spectroscopy integrated with deep learning approach
Chlorpyrifos and pyrimethanil are widely used insecticides/fungicides in agriculture. The residual pesticides/fungicides remaining in fruits and...
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Case study of a landslide continuous probability rainfall threshold analysis based on the prediction interval principle
Bazhong City is located on stratum dominated by red-bed conditions. This type of weak geological condition with sand and mudstone interbedding is...
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Influence mechanism of grinding surface quality of 20CrMnTi steel on contact failure
To reveal the influence mechanism of the grinding surface quality of 20CrMnTi steel components on the tribological characteristics and contact...
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Stress distribution and surface shock wave of drop impact
Drop impact causes severe surface erosion, dictating many important natural, environmental and engineering processes and calling for substantial...
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Groundwater level prediction based on a combined intelligence method for the Sifangbei landslide in the Three Gorges Reservoir Area
The monitoring and prediction of the groundwater level (GWL) significantly influence the landslide kinematics. Based on the long-term fluctuation...
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Prediction of stability coefficient of open-pit mine slope based on artificial intelligence deep learning algorithm
The mining of open pit mines is widespread in China, and there are many cases of landslide accidents. Therefore, the problem of slope stability is...
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A probabilistic computational framework for the prediction of corrosion-induced cracking in large structures
Corrosion can initiate cracking that leads to structural integrity reduction. Quantitative corrosion assessment is challenging, and the modeling of...
