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Study on brittleness templates for shale gas reservoirs——A case study of Longmaxi shale in Sichuan Basin,southern China

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Petroleum Science 2021年第5期18卷 1370-1389页

作者： Qamar Yasin ghulam mohyuddin sohail Ke-Yu Liu Qi-Zhen Du Cyril DBoateng The Key Laboratory of Deep Oil and Gas China University of Petroleum(East China)Qingdao266580China Qingdao National Laboratory for Marine Science and Technology Laboratory for Marine Mineral ResourcesQingdao266237China Department of Civil Geological and Environmental EngineeringUniversity of SaskatchewanSaskatoonS7N 5C5Canada Department of Geological Engineering University of Engineering and TechnologyLahorePakistan

Differentiating brittle zones from ductile zones in low permeability shale formations is imperative for efficient hydraulic fracturing *** brittleness index(BI) is used to describe the rock resistance to hydraulic fracture initiation and propagation and measures the ease at which complex fracture networks can be *** this study,we constructed brittleness templates through the correlation of fundamental rock properties and geomechanical *** then employed the templates to distinguish the brittle,ductile,and brittle-ductile transition zones in the Longmaxi shale gas reservoir,Sichuan Basin of southern *** approach works in two ***,we suggest a new expression for the mineralogical BI by their respective weights based on the analysis of correlation coefficients between mechanical testing and XRD ***,we correlate TOC,porosity,pore fluid,natural fractures,and improved BI model with multiple elastic properties to define the brittle,ductile,and transitional zones in the Longmaxi shale gas reservoir of *** with the traditional mineralogy-based BI definition,the improved BI model differentiates the brittle and ductile zones and provides a better sense of the most suitable fracturing *** results show that the brittleness templates,which combine fundamental rock properties,improved BI model,and geomechanical characterization led to identifying favorable zones for hydraulic fracturing and enhanced shale *** proposed brittleness templates’ effectiveness was verified using data from horizontal wells,offset wells,shale gas wells from different origins,laboratory core testing,and seismic inversion of BI across the studied wells.

关键词： Brittleness index Geomechanical properties Petrophysical parameters Longmaxi shale

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Deep Learning Method to Detect the Road Cracks and Potholes for Smart Cities

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Computers, Materials & Continua 2023年第4期75卷 1863-1881页

作者： Hong-Hu Chu Muhammad Rizwan Saeed Javed Rashid Muhammad Tahir Mehmood Israr Ahmad Rao sohail Iqbal ghulam Ali College of Civil Engineering Hunan UniversityChangsha410082China Department of CS University of OkaraOkara56310Pakistan Department of CS&SE Islamic International UniversityIslamabad44000Pakistan Department of IT Services University of OkaraOkara56310Pakistan Department of CS Government College UniversityFaisalabad38000Pakistan Department of Automation Science Beihang UniversityBeijing100191China

The increasing global population at a rapid pace makes road trafficdense;managing such massive traffic is challenging. In developing countrieslike Pakistan, road traffic accidents (RTA) have the highest mortality percentageamong other Asian countries. The main reasons for RTAs are roadcracks and potholes. Understanding the need for an automated system forthe detection of cracks and potholes, this study proposes a decision supportsystem (DSS) for an autonomous road information system for smart citydevelopment with the use of deep learning. The proposed DSS works in layerswhere initially the image of roads is captured and coordinates attached to theimage with the help of global positioning system (GPS), communicated tothe decision layer to find about the cracks and potholes in the roads, andeventually, that information is passed to the road management informationsystem, which gives information to drivers and the maintenance *** the decision layer, we projected a CNN-based model for pothole crackdetection (PCD). Aimed at training, a K-fold cross-validation strategy wasused where the value of K was set to 10. The training of PCD was completedwith a self-collected dataset consisting of 6000 images from Pakistani *** proposed PCD achieved 98% of precision, 97% recall, and accuracy whiletesting on unseen images. The results produced by our model are higher thanthe existing model in terms of performance and computational cost, whichproves its significance.

关键词： Road cracks and potholes CNN smart cities pothole crack detection decision support system

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Trajectory of cause of death among brought dead neonates in tertiary care public facilities of Pakistan: A multicenter study

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World Journal of Pediatrics 2017年第1期13卷 57-62页

作者： Muhammad Ayaz Mustufa Munir Ahmed Sheikh Ijaz-ul-Haque Taseer Syed Jamal Raza Muhammad sohail Arshad Tasleem Akhter Ghazala mohyuddin Arain Sultana Habibuilah sohail Safdar Rukhsana Firdous Muhammad Adnan PMRC Specialized Research Center on Child Health National Institute of Child HealthKarachiPakistan PMRC Research Center Liaquat University of Health and Medical SciencesJamshoroHyderabadPakistan PMRC Research Center Nishtar MedicaI CollegeMultan.Pakistan PMRC Research Center Khyber Medical CollegePeshawarPakistan PMRC Research Center Punjab Medical CollegeFaisalabad.Pakistan PMRC Research Center Dow University of Health Sciences.Karachi.Pakistan PMRC Research Center Bolan Medical CollegeOuettaPakistan PMRc Research Center FJMCLahore.Pakistan.

Background:Considering the fact that Pakistan is amongst the countries with very high neonatal mortality rates,we conducted a research study to determine the possible causes and characteris廿cs of neonates presenting dead to the emergency department of tertiary public health care facilities of Pakistan using verbal ***:A descriptive case series study was conducted in emergency department/pediatrics ward/neonatal ward/nursery unit of ten tertiary care public health facilities,situated in seven malor cities of Pakistan from November,2011 to June。*** verbal autopsy proforma was used to collect information regarding cause of death,family narratives and other associated risks accountable for pathway to mortality.

关键词： autopsy child health services early childhood emergency department use neonatal mortality

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Analysis of Combined Convective and Viscous Dissipation Effects for Peristaltic Flow of Rabinowitsch Fluid Model

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Journal of Bionic Engineering 2017年第1期14卷 182-190页

作者： Hina Sadaf sohail Nadeem Department of Mathematics Quaid-i-Azam University Islamabad 44000 Pakistan

In this article, mathematical modeling for peristaltic flow of Rabinowitsch fluid model is considered in a non-uniform tube with combined effects of viscous dissipation and convective boundary conditions. Wall properties analysis is also taken into account. Non-dimensional differential equations are simplified by using the well-known assumptions of low Reynolds number and long wavelength. The influence of various parameters connected with this flow problem such as rigidity parameter E1, stiffness parameter E2, viscous damping force parameter E3, Brickman number and Biot number are plotted for velocity distribution, temperature profile and for stream function. Results are plotted and discussed in detail for shear thinning, shear thickening and for viscous fluid. It is found that velocity profile is an increasing function of rigidity parameter, stiffness parameter, and viscous damping force parameter for shear thinning and for viscous fluid, due to the less resistance offered by the walls but, quite opposite behavior is depicted for shear thickening fluids. It is seen that Brickman number relates to the viscous dissipation effects, so it contributes in enhancing fluid temperature for all cases.

关键词： peristaltic flow non-uniform tube viscous dissipation convective boundary condition exact solution,non-newtonian fluid

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Biomathematical study of time-dependent flow of a Carreau nanofluid through inclined catheterized arteries with overlapping stenosis

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Journal of Central South University 2017年第11期24卷 2725-2744页

作者： Ashfaq Ahmed sohail Nadeem Department of Mathematics Quaid-I-Azam UniversityIslamabad 45320Pakistan

This work is concerned with the analysis of blood flow through inclined catheterized arteries having a balloon(angioplasty) with time-variant overlapping stenosis. The nature of blood in small arteries is analyzed mathematically by considering it as a Carreau nanofluid. The highly nonlinear momentum equations of nanofluid model are simplified by considering the mild stenosis case. The formulated problem is solved by a homotopy perturbation expansion in terms of a variant of the Weissenberg number to obtain explicit forms for the axial velocity, the stream function, the pressure gradient, the resistance impedance and the wall shear stress distribution. These solutions depend on the Brownian motion number, thermophoresis number, local temperature Grashof number G_r and local nanoparticle Grash of number B_r. The results were also studied for various values of the physical parameters, such as the Weissenberg number W_i, the power law index n, the taper angle φ, the maximum height of stenosis δ~*, the angle of inclination α, the maximum height of balloon σ~*, the axial displacement of the balloon z_d~*,the flow rate F and the Froud number Fr. The obtained results show that the transmission of axial velocity curves through a Newtonian fluid(Wi=0, n=1, Gr=0, Br=0, Nt=0, Nb≠0) is substantially lower than that through a Carreau nanofluid near the wall of balloon while the inverse occurs in the region between the balloon and stenosis. The streamlines have a clearly distinguished shifting toward the stenotic region and this shifting appears near the wall of the balloon, while it has almost disappeared near the stenotic wall and the trapping bolus in the case of horizontal arteries and Newtonian fluid(Wi=0, n=1, Gr=0, Br=0, Nt=0, Nb≠0) does not appear but for the case of Carreau nanofluid bolus appears.

关键词： overlapping stenosed artery nanofluid Grashof number Brownian motion thermophoresis pharmacology

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Magnetohydrodynamic peristaltic flow of a hyperbolic tangent fluid in a vertical asymmetric channel with heat transfer

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Acta Mechanica Sinica 2011年第2期27卷 237-250页

作者： sohail Nadeem Safia Akram Department of Mathematics Quaid-i-Azam University 45320 Islamabad 44000 Pakistan Department of Electrical (Telecom) Engineering Military College of Signals National University of Sciences and Technology Rawalpindi 46000 Pakistan

In the present paper we discuss the magnetohydrodynamic （MHD） peristaltic flow of a hyperbolic tangent fluid model in a vertical asymmetric channel under a zero Reynolds number and long wavelength approximation. Exact solution of the temperature equation in the absence of dissipation term has been computed and the analytical ex- pression for stream function and axial pressure gradient are established. The flow is analyzed in a wave frame of reference moving with the velocity of wave. The expression for pressure rise has been computed numerically. The physical features of pertinent parameters are analyzed by plotting graphs and discussed in detail.

关键词： MHD flow Hyperbolic tangent fluid Vertical asymmetric channel Heat transfer

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Peristaltic flow of Sisko fluid in a uniform inclined tube

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Acta Mechanica Sinica 2010年第5期26卷 675-683页

作者： sohail Nadeem Noreen Sher Akbar Department of Mathematics Quaid-i-Azam University 45320

We have analyzed an incompressible Sisko fluid through an axisymmetric uniform tube with a sinusoidal wave propagating down its walls. The present analysis of non- Newtonian fluid is investigated under the considerations of long wavelength and low Reynolds number approximation. The analytic solution is obtained using （i） the regular perturbation method （ii） the Homotopy analysis method （HAM）. The comparison of both the solutions is presented graphically. The results for the pressure rise, frictional force and pressure gradient have been calculated numerically and the results are studied for various values of the physical parameters of interest, such as α （angle of inclination）, b^＊（Sisko fluid parameter）, Ф （amplitude ratio） and n （power law index）. Trapping phenomena is discussed at the end of the article.

关键词： Peristaltic flow Sisko fluid Perturbation method Homotopy analysis method

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Flow of EMHD nanofluid in curved channel through corrugated walls

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Applied Mathematics(A Journal of Chinese Universities) 2022年第4期37卷 513-529页

作者： Madhia Rashid sohail Nadeem Department of Mathematics Quaid-I-Azam University 45320Islamabad 44000Pakistan Department of Mathematics Wenzhou UniversityWenzhou 325035China

The present examination deals with the effects of nanofluids on corrugated walls under the influence of electromagnetohydrodynamic(EMHD)in the curved *** investigation is carried out by water-based nanofluids using copper *** performed the mathematical modelling by applying the method of perturbation,we have evaluated analytical solutions for the velocity and *** the corrugations of the two walls periodic sine waves are described for small amplitude either in phase or out of *** using numerical calculations we analyzed the corrugation effects on the velocity and temperature for EMHD *** physical effects of flow variables like Hartmann number,Volumetric concentration of nanoparticles,Grashof number,Curvature parameter and Heat absorption coefficient are graphically ***,the effect of Curvature parameter on Stresses and Nusselt number is discussed through *** velocity and temperature decrease when the curvature parameter is *** electromagnetohydrodynamic(EMHD)velocity and temperature distributions show that 0°is the phase difference between the two walls for in phase and the phase difference is equal to the 180°between two walls for out of *** important conclusion is that reducing the unobvious wave effect on the velocity and temperature for a small value of amplitude ratio parameter.

关键词： electromagnetohydrodynamic nanofluid perturbation method curved channel and corrugated walls

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Interpretable Detection of Malicious Behavior in Windows Portable Executables Using Multi-Head 2D Transformers

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Big Data Mining and Analytics 2024年第2期7卷 485-499页

作者： sohail Khan Mohammad Nauman Computer Science Department Effat College of EngineeringEffat UniversityJeddah 23341Kingdom of Saudi Arabia

Windows malware is becoming an increasingly pressing problem as the amount of malware continues to grow and more sensitive information is stored on *** of the major challenges in tackling this problem is the complexity of malware analysis,which requires expertise from human *** developments in machine learning have led to the creation of deep models for malware ***,these models often lack transparency,making it difficult to understand the reasoning behind the model’s decisions,otherwise known as the black-box *** address these limitations,this paper presents a novel model for malware detection,utilizing vision transformers to analyze the Operation Code(OpCode)sequences of more than 350000 Windows portable executable malware samples from real-world *** model achieves a high accuracy of 0.9864,not only surpassing the previous results but also providing valuable insights into the reasoning behind the *** model is able to pinpoint specific instructions that lead to malicious behavior in malware samples,aiding human experts in their analysis and driving further advancements in the *** report our findings and show how causality can be established between malicious code and actual classification by a deep learning model,thus opening up this black-box problem for deeper analysis.

关键词： machine learning malware vision transformers Windows Protable Executable(PE)

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Two-Dimensional Transition Metal Dichalcogenides and Their Charge Carrier Mobilities in Field-Effect Transistors

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Nano-Micro Letters 2017年第4期9卷 152-174页

作者： sohail Ahmed Jiabao Yi School of Materials Science and Engineering UNSWKensingtonSydney 2052Australia

Two-dimensional(2D) materials have attracted extensive interest due to their excellent electrical, thermal,mechanical, and optical properties. Graphene has been one of the most explored 2D materials. However, its zero band gap has limited its applications in electronic devices. Transition metal dichalcogenide(TMDC), another kind of 2D material,has a nonzero direct band gap(same charge carrier momentum in valence and conduction band) at monolayer state,promising for the efficient switching devices(e.g., field-effect transistors). This review mainly focuses on the recent advances in charge carrier mobility and the challenges to achieve high mobility in the electronic devices based on 2DTMDC materials and also includes an introduction of 2D materials along with the synthesis techniques. Finally, this review describes the possible methodology and future prospective to enhance the charge carrier mobility for electronic devices.

关键词： 2D materials TMDC layers Charge carrier mobility Field-effect transistor Heterostructure Charge carrier scattering

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