... intelligence reservoir characterization gamma ray geophysics lithology neural network deep learning log analysis prediction sequence upstream oil & gas well log prediction deep sequence learning well logging neutron porosity machine learning application information dts journal...

... to borehole conditions and drilling challenges. In such cases, various logging-while-drilling (LWD) well logs could be utilized to derive a synthetic caliper log. neural network log analysis deep learning well logging cmax algorithm lstm upstream oil & gas artificial intelligence dataset...

... elkatatny journal mahmoud drilling fluids and materials log analysis prediction abdelaal pressure gradient estimation Abstract Real-time estimation of the formation pressure can enhance the drilling operations in terms of non-productive time, costs, and safety. In the literature, the known...

... upstream oil & gas artificial intelligence directional drilling drilling operation well logging public aape log analysis machine learning dtsm real-time prediction predicted sonic log surface drilling parameter rmse saudi aramco reservoir characterization slowness algorithm...

... fracturing fluid hydraulic fracturing log analysis pressure transient analysis information buij simulation proppant flow in porous media correlation symposium fracturing materials barree presented reservoir permeability implementation scenario poisson fracture geometry simulation...

.... upstream oil & gas logging while drilling slowness log analysis reservoir characterization drilling data acquisition anisotropy lwd wellbore integrity reservoir geomechanics wellbore design well logging drilling measurement stress-induced anisotropy periodicity azimuthal variation...

... of crack detection from conventional sonic logging analysis was proposed in (Wang and Fehler, 2017) and (Wang et al., 2018), where they investigate the influence of fracture geometric parameters on the full waveform data obtained from the modeled sonic logging experiments. Nelson & Guillot (2006), based...

... in Huaqing area and development suggestions, Journal of Central South University (Science and Technology), 44(7), 2812 2818. reservoir characterization reservoir geomechanics well logging artificial intelligence log analysis fuzzy logic machine learning wellbore integrity wellbore design sichuan...

... hydrostatic tests. The materials used in the test campaign were Berea Grey sandstone and Savonnières limestone samples. Results confirm that FBG sensors can be used as an alternative tool for radial strain measurement, with higher precision and ability for 3D strain mapping. log analysis structural...

... wave velocities from conventional well log data using a committee machine with intelligent systems. Rock Mech. Rock Eng. 45, 45 63. httpsdoi.org/10.1007/s00603-0110181-2 10. Asquith, G., Gibson, C., 2004. Basic well log analysis for geologists, American Association of Petroleum Geologists Methods...

... recovery factor from unconventional reservoirs. log analysis social responsibility sustainable development shale gas sustainability pore well logging hydraulic fracturing upstream oil & gas porosity structural geology siltstone reservoir characterization flow in porous media complex...

... regression in terms of stability. This shows that the prediction of Vs may not achieve higher accuracy and stability with complex machine learning model such as DNN, some simple machine learning models may perform better because of the strong correlation between well logs. log analysis upstream oil...

... log analysis drilling operation drilling parameter drilling data prediction modulus profile dataset continuous static elastic moduli profile ARMA/DGS/SEG International Geomechanics Symposium ARMA-CUPM 21-113 Workflow to Build a Continuous Static Elastic Moduli Profile From the Drilling...

... mud properties is required when drilling these units in future wells. machine learning reservoir geomechanics reservoir characterization log analysis neural network pore pressure artificial intelligence well logging upstream oil & gas mc2 unit structural geology reservoir unit...

... upstream oil & gas elkatatny aape petroleum engineer application mahmoud wellbore integrity log analysis wellbore design drilling parameter pore pressure estimation neural network machine learning ahmed abdelaal pore pressure gradient salaheldin elkatatny abdulazeez abdulraheem ARMA...

... data in the literature and improves the understanding of the mechanical and physical heterogeneities in conglomerates. reservoir geomechanics structural geology correlation well logging heterogeneity log analysis upstream oil & gas connectivity dynamic poisson conglomerate test...

... of the reservoir because errors are reduced due to the presence of calibrated well data and 3D reverse seismic data. reservoir geomechanics upstream oil & gas geomehcanical model seismic inversion seismic model frequency study area shear wave seismic cube geomechanical characterisation log...

..., as well as the frequency dependency of the NMR measurements. The log analysis provided an overview of the petrophysical parameters of the Middle Bakken Member which is the main reservoir rock of the Bakken Formation using basic log analysis, in addition to advanced logging measurements such as MRI logs...

.... Zoback, M.D. 2007. Reservoir geomechanics. Cambridge University Press. log analysis drilling operation reservoir characterization well logging upstream oil & gas annular pressure drilling wellbore stability wellbore integrity wellbore design collapse pressure reservoir geomechanics...

.... Zharnikov T. and D. Syresin. 2015. Repulsion of dispersion curves of quasidipole modes of anisotropic waveguides studied by finite element method. JASA Express Letters. 137: EL396-EL402. log analysis berea sandstone saudi arabia government well logging borehole mode aramco innovation llc reference...