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 …

Photogrammetry-based method to determine the absolute volume of soil specimen during triaxial testing

S Fayek, X Xia, L Li, X Zhang - Transportation Research …, 2020 - journals.sagepub.com
Triaxial tests are used extensively to evaluate stress-strain behavior for both saturated and
unsaturated soils. A literature review indicates that all conventional triaxial test methods …

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 …

Validation of photogrammetry-based method to determine the absolute volume of unsaturated soils

S Fayek, X Xia, X Zhang - … in Transportation Geotechnics IV: Proceedings of …, 2022 - Springer
Although many engineering practices are based upon a simplifying assumption that all soils
are fully saturated, most pavement and geotechnical projects are typically constructed on …

Consideration of One Camera Photogrammetry-Based Method to Reevaluate Some Aspects of Conventional Triaxial Testing

S Fayek, X Xia, X Zhang - Geo-Congress 2022, 2022 - ascelibrary.org
Triaxial tests have been extensively used in geotechnical engineering to determine soil
characteristics and investigate soil behavior. However, little research has been carried to …

[图书][B] Innovative modeling and management of infrastructure systems, engineering and construction operations, and offsite construction technology using …

RH Assaad - 2021 - search.proquest.com
The construction industry has been facing considerable challenges due to the inadequacy of
the traditional methods in executing, managing, and modeling infrastructure and …