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Open AccessAn auto-tuned hybrid deep learning approach for predicting fracture evolution
In this study, a novel auto-tuned hybrid deep learning approach composed of three base deep learning models, namely, long short-term memory, gated recurrent unit, and support vector regression, is developed to...
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Article
Open AccessCoupled Thermo-hydro-mechanical Simulation of Hydraulic Fracturing in Deep Reservoirs Using Finite-Discrete Element Method
Hydraulic fracturing (HF) is one of the most effective stimulation techniques to enhance reservoir permeability. The efficiency of an HF fluid injection depends on the pre-existing discontinuities or sources o...
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Article
Open AccessR-LESS-RP versus C-LESS-RP: a single-institution retrospective comparative study
This study aimed to compare the peri- and postoperative outcomes of patients treated with conventional versus robot-assisted laparoendoscopic single-site radical prostatectomy (C-LESS-RP vs. R-LESS-RP). Data o...
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Article
Open AccessHeteroscedastic sparse Gaussian process regression-based stochastic material model for plastic structural analysis
Describing the material flow stress and the associated uncertainty is essential for the plastic stochastic structural analysis. In this context, a data-driven approach-heteroscedastic sparse Gaussian process r...
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Reply to 'On phonons and water flow enhancement in carbon nanotubes'
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Dynamic patterns of compaction in brittle porous media
When compacting a brittle porous medium—think step** on fresh snow—patterns develop. Simulations and densification experiments with cereals now provide an understanding of compaction patterns in terms of a l...
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Open AccessPAC-Bayesian inequalities of some random variables sequences
In this paper, we establish some PAC-Bayesian inequalities for a sequence of random variables, which include conditionally symmetric random variables and locally square integrable martingales.
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Erratum to: The true stone composition and abnormality of urinary metabolic lithogenic factors of rats fed diets containing melamine