Predicting the price of crude oil and its fluctuations using computational econometrics: deep learning, LSTM, and convolutional neural networks

RH Assaad, S Fayek - Econometric Research in Finance, 2021 - erfin.org
There has been a renewed interest in accurately forecasting the price of crude oil and its
fluctuations. That said, this paper aims to study whether the price of crude oil in the United …

[HTML][HTML] Experimental application and accuracy assessment of 2D-DIC in meso-direct-shear test of sandy soil

G Alhakim, C Núñez-Temes, J Ortiz-Sanz… - Measurement, 2023 - Elsevier
The examination of the meso-mechanical properties of soils is fundamental to understand its
macro-behaviour. This paper aims to evaluate the potential application of Digital Image …

Point density for soil specimen volume measurements in image-based methods during triaxial testing

S Fayek, X Zhang, J Galinmoghadam, J Cawlfield - Acta Geotechnica, 2023 - Springer
Discrete measurement targets were frequently utilized in image-based methods on the
specimen's surface to monitor the soil specimen during triaxial testing. However, the …

A table method for coded target decoding with application to 3-D reconstruction of soil specimens during triaxial testing

X Xia, X Zhang, S Fayek, Z Yin - Acta Geotechnica, 2021 - Springer
Photogrammetry-based method is gaining popularity in many fields. One of the main tasks of
photogrammetry is to identify the homologous points in multiple images, which is commonly …

Study of Dynamic Evolution of the Shear Band in Triaxial Soil Samples Using Photogrammetry Technology

Y Xia, C Mu, W Li, K Ye, H Wu - Sustainability, 2022 - mdpi.com
In order to avoid the influence of end restraint on triaxial stress and strain measurements,
this study combines photogrammetry and computer technology to apply to the …

Assessment of three-dimensional large-scale deformations during drying of hydrogels via a structure from motion photogrammetry

X Cao, W Su, X Liu, Z Deng, Y Chen - Drying Technology, 2024 - Taylor & Francis
A low-cost, efficient and accurate structure from motion (SfM) photogrammetry is used to
reconstruct the complex morphologies of unevenly deforming hydrogels during the drying …

Photogrammetry-Based Method for Measuring Volume Changes of Soil Specimens During Critical Phases of Triaxial Testing

S Fayek, X Zhang, P Xia - Transportation Research Record, 2024 - journals.sagepub.com
Triaxial tests has been routinely used to measure the stress–strain relationship for
geomaterials. During triaxial testing, many sources of errors that cannot be completely …

X-ray-aided characterization of micro-hydro-mechanical behaviour of unsaturated sand using a suction-controlled mini-triaxial system

J Liu, AK Leung, C Zhou, R Chen - Canadian Geotechnical …, 2022 - cdnsciencepub.com
Despite the advancement of the knowledge of unsaturated soil behaviour developed over
the past decades, the understandings remain largely at the macro or element scale. Existing …

非饱和重塑弱膨胀土微观孔结构特征与水力迂曲度研究

蔺文博, 宁贵霞, 马丽娜, 丁小刚, 张扬, 罗伟 - 长江科学院院报, 2024 - ckyyb.crsri.cn
为得到不同干密度重塑弱膨胀土孔隙分布变化规律, 用压样机制备干密度分别为1.40, 1.50,
1.60, 1.70, 1.80 g/cm 3 的试样, 利用压汞试验分别对不同干密度试样孔隙结构和孔隙分布特征 …

基于GeoPIV-RG 技术的三轴试样变形精细测量方法验证

李林, 陈镇旺, 蔡阳, 胡小蝶 - 长江科学院院报, 2024 - ckyyb.crsri.cn
三轴试验是研究土体强度与变形特性的重要测试手段, 试验过程中需要测量试样的体积和变形.
提出了一个基于GeoPIV-RG 技术的方法, 融合多光学介质摄影测量技术实时测量三轴试样的 …