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A Hybrid Deep Learning Approach for Green Energy Forecasting in Asian Countries

Computers, Materials & Continua 2024年第11期81卷 2685-2708页

作者： Tao Yan Javed Rashid muhammad shoaib saleem Sajjad Ahmad muhammad Faheem School of Computer Science Chengdu UniversityChengdu610106China Information Technology Services University of OkaraOkara56310Pakistan MLC Research Lab University of OkaraOkara56300Pakistan Department of Mathematics University of OkaraOkara56310Pakistan School of Technology and Innovations University of VaasaVaasa65200Finland

Electricity is essential for keeping power networks balanced between supply and demand,especially since it costs a lot to *** article talks about different deep learning methods that are used to guess how much green energy different Asian countries will *** main goal is to make reliable and accurate predictions that can help with the planning of new power plants to meet rising *** is a new deep learning model called the Green-electrical Production Ensemble(GP-Ensemble).It combines three types of neural networks:convolutional neural networks(CNNs),gated recurrent units(GRUs),and feedforward neural networks(FNNs).The model promises to improve prediction *** 1965–2023 dataset covers green energy generation statistics from ten Asian *** to the rising energy supply-demand mismatch,the primary goal is to develop the best model for predicting future power *** GP-Ensemble deep learning model outperforms individual models(GRU,FNN,and CNN)and alternative approaches such as fully convolutional networks(FCN)and other ensemble models in mean squared error(MSE),mean absolute error(MAE)and root mean squared error(RMSE)*** study enhances our ability to predict green electricity production over time,with MSE of 0.0631,MAE of 0.1754,and RMSE of *** may influence laws and enhance energy management.

关键词： Green energy advanced predictive techniques convolutional neural networks(CNNs) gated recurrent units(GRUs) deep learning for electricity prediction green-electrical production ensemble technique

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Application of ferrous sulfate alleviates negative impact of cadmium in rice(Oryza sativa L.)

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BIOCELL 2021年第6期45卷 1631-1649页

作者： JAVARIA AFZAL XIUKANG WANG muhammad HAMZAH saleem XUECHENG SUN SHAHID HUSSAIN IMRAN KHAN muhammad shoaib RANA SHAKEEL AHMED SAMRAH AFZAL AWAN SAJID FIAZ OMAR AZIZ KASHIF ALI KUBAR SHAFAQAT ALI CHENGXIAO HU Key Laboratory of Arable Land Conservation(Middle and Lower Reaches of Yangtze River) Ministry of Agriculture and Rural AffairsHuazhong Agricultural UniversityWuhan430070China Department of Soil Science Sindh Agriculture UniversityTandojam70060Pakistan College of Life Sciences Yan’an UniversityYan’an716000China College of Plant Science and Technology Huazhong Agricultural UniversityWuhan430070China Schools of Materials Science and Engineering Jiangsu UniversityZhenjiang212013China Department of Grassland Science Sichuan Agricultural UniversityChengdu611130China Instituto de Farmacia Facultad de CienciasUniversidad Austral de ChileValdivia5110566Chile Department of Plant Breeding and Genetics The University of HaripurKhyber Pakhtunkhwa22620Pakistan Department of Soil&Environmental Sciences University of Agriculture FaisalabadSub-Campus DepalpurOkaraPakistan Faculty of Agriculture Lasbela University of AgricultureWater and Marine SciencesUthal90150Pakistan Department of Environmental Sciences and Engineering Government College UniversityFaisalabad38000Pakistan Department of Biological Sciences and Technology China Medical UniversityTaichung40402Taiwan

Soil contamination with toxic heavy metals[such as cadmium(Cd)]is becoming a serious global problem due to rapid development of social ***(Fe),being an important element,has been found effective in enhancing plant tolerance against biotic and abiotic *** present study investigated the extent to which different levels of Ferrous sulphate(FeSO_(4))modulated the Cd tolerance of rice(Oryza sativa L.),when maintained in artificially Cd spiked regimes.A pot experiment was conducted under controlled conditions for 146 days,by using natural soil,mixed with different levels of CdCl_(2)[0(no Cd),0.5 and 1 mg/kg]together with the exogenous application of FeSO_(4) at[0(no Fe),1.5 and 3 mg/kg]levels to monitor different growth,gaseous exchange characteristics,oxidative stress,antioxidative responses,minerals accumulation,organic acid exudation patterns of *** results depicted that addition of Cd to the soil significantly(P<0.05)decreased plant growth and biomass,gaseous exchange parameters,mineral uptake by the plants,sugars(soluble,reducing,and non-reducing sugar)and altered the ultrastructure of chloroplasts,plastoglobuli,mitochondria,and many other cellular organelles in Cd-stressed *** compared to those plants which were grown without the addition of Cd in the ***,Cd toxicity boosted the production of reactive oxygen species(ROS)by increasing the contents of malondialdehyde(MDA),which is the indication of oxidative stress in *** and was also manifested by hydrogen peroxide(H_(2)O_(2))contents and electrolyte leakage to the membrane bounded ***,activities of various antioxidative enzymes like superoxidase dismutase(SOD),peroxidase(POD),catalase(CAT)and ascorbate peroxidase(APX)and non-enzymatic antioxidants like phenolics,flavonoid,ascorbic acid,anthocyanin and proline contents increased up to a Cd level of 0.5 mg/kg in the soil but were significantly diminished at the highest Cd level of 1 mg/kg in the soil compar

关键词： Antioxidants Defense mechanism Heavy metals Iron Organic acids exudation

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Development and Aging Behaviour of Solvent-Based Polychloroprene Rubber Nano-Adhesive Using Multiwall Carbon Nanotubes

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Journal of Materials Science and Chemical Engineering 2020年第9期8卷 31-44页

作者： muhammad Awais muhammad Shahid Mohsin saleem Fariz Aneeq muhammad shoaib Butt Malik Adeel Umer School of Chemical and Materials Engineering National University of Sciences & Technology Islamabad Pakistan

Polychloroprene (PC) based contact adhesives are widely used in various applications;however, there is a possibility to improve the properties of PC adhesive. Modifications of polymers can enhance the properties of the material, e.g. increase in thermal stability, compatibility, rigidity, physical response, flexibility and improve the polymer process ability. In the current study, improved formulation of solvent-based adhesive was developed, and the properties were further enhanced by the addition of nano-reinforcement of multiwall carbon nanotubes (MWCNTs). The addition of nano-reinforcement was optimized to obtain improvement in the bond strength and also to enhance its resistance at a high temperature (~100°C). This paper discusses the uniform dispersion of MWCNTs during the synthesis of polychloroprene solvent-based adhesive, thereby improving its structural properties. Incorporation of MWCNTs-solvent-based adhesives resulted in a 20% - 35% improvement in 180° peel strength determined on flexible substrates such as canvas, leather. The reinforced based adhesive also exhibited improved thermal stability and weather resistance compared with unreinforced adhesive. The MWCNTs- solvent-based contact adhesives is a potential candidate in an industrially relevant branch of adhesives commonly used in structural applications, e.g., footwear, plastic, leather, automobile, construction industries, etc.

关键词： Nanocomposite Polychloroprene Adhesive Peel Strength Carbon Nanotubes

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A Computational Quadruple Laplace Transform for the Solution of Partial Differential Equations

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Applied Mathematics 2014年第21期5卷 3372-3382页

作者： Hamood Ur Rehman Muzammal Iftikhar shoaib saleem muhammad Younis Abdul Mueed Department of Mathematics University of Education Okara Campus Okara Pakistan Center for Undergraduate Studies University of the Punjab Lahore Pakistan Air University Multan Campus Multan Pakistan

In this paper, we proposed new results in quadruple Laplace transform and proved some properties concerned with quadruple Laplace transform. We also developed some applications based on these results and solved homogeneous as well as non-homogeneous partial differential equations involving four variables. The performance of quadruple Laplace transform is shown to be very encouraging by concrete examples. An elementary table of quadruple Laplace transform is also provided.

关键词： Quadruple Laplace Transform Exact Solution Convolution Partial Differential Equation Homogeneous and Non-Homogeneous Problems

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Efficacy and safety of generic daclatasvir +sofosbuvir ± ribavirin in treatment of genotype 3infected hepatitis C patients - a real life experience from Pakistan

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Hepatoma Research 2018年第11期4卷 32-38页

作者： muhammad Umar Tayyab Saeed Akhter Junaid Sadiq Samar saleem shoaib Khokhar Centre for Liver and Digestive Diseases Holy Family HospitalRawalpindi Medical College and Allied HospitalsRawalpindi46300Pakistan Tehsil Headquarter Hospital Murree47150Pakistan

Aim: Genotype 3 is the most prevalent genotype in Pakistan. Despite a revolution in the treatment of Hepatitis C, genotype 3 is still thought to be difficult to treat genotype. The price of patent direct acting antivirals was thought to a great limiting factor especially for low income countries. In Pakistan low cost generics of daclatasvir and sofosbuvir are easily available for treatment. The aim of our study is to provide real life local data to determine their efficacy and safety. Methods: This open-label, non-randomized, uncontrolled study was carried out at Center for Liver and Digestive Diseases, Holyfamily Hospital, Rawalpindi. We enrolled patients from March 2016 through March 2018 who were 18 years or older having chronic hepatitis C infection with detectable polymerase chain reaction (PCR), regardless of whether they were treatment na?ve or have experienced Interferon in the past. The patients were offered generic sofosbuvir 400 mg and daclatasvir 60 mg once daily with or without ribavirin for a period of 12 to 24 weeks. Follow-up PCRs were performed at 4th week of treatment, end of treatment and 12 weeks post treatment. All those patients were included in the study that had at least one follow-up PCR during or after the course of treatment. Results: A total of 102 patients were enrolled in the study with a mean age of 48.11 ± 12.70 including 63% males and 37% females. All patients were genotype 3. On 4th week follow up, 31/36 (86.11%) patients had quantitative PCR negative. Out of 102 patients 78 patients had follow up PCR at the completion of therapy with an end of treatment response of about 96.1%. Thirty patients had a follow up at 12 weeks post treatment with a SVR12 of 83.33% (25/30) amongst which treatment Na?ve had a response rate of 84% (21/25), treatment experience 80%(4/5), non-cirrhotics 85.71% (12/14), cirrhotics 81.25% (13/16) and decompensated chronic liver disease patients have a SVR12 of about 83.33% (10/12) respectively. The combina

关键词： Daclatasvir sofosbuvir genotype 3 hepatitis C

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Overlap of diabetic ketoacidosis and hyperosmolar hyperglycemic state

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World Journal of Clinical Cases 2022年第32期10卷 11702-11711页

作者： Esraa Mamdouh Hassan Hisham Mushtaq Esraa Elaraby Mahmoud Sherley Chhibber shoaib saleem Ahmed Issa Jain Nitesh Abbas B Jama Anwar Khedr Sydney Boike Mikael Mir Noura Attallah Salim Surani Syed A Khan Critical Care Medicine Mayo Clinic Health SystemMankatoMN 56001United States Medicine St.Vincent's Medical CenterBridgeportCT 06606United States Medicine College of MedicineUniversity of SharjahSharjah 27272United Arab Emirates Medicine Mercy Catholic Medical CenterDarbyPA 19025United States Medicine Mayo HospitalLahore 54000PunjabPakistan Medicine Medical University of the AmericasNevisWest Indies Medicine BronxCare Health SystemBronxNY 10457United States Medicine University of Minnesota Medical SchoolMinneapolisMN 55455United States Medicine&Pharmacology Texas A&M University Health Science CenterCollege StationTX 77843United States Anesthesiolgy Mayo ClinicRochesterMN 55905United States

Diabetic ketoacidosis(DKA)and hyperosmolar hyperglycemia state(HHS)are two life-threatening metabolic complications of diabetes that significantly increase mortality and *** major advances,reaching a uniform consensus regarding the diagnostic criteria and treatment of both conditions has been challenging.A significant overlap between these two extremes of the hyperglycemic crisis spectrum poses an additional *** has well been noted that a complete biochemical and clinical patient evaluation with timely diagnosis and treatment is vital for symptom ***,there is a lack of large-scale studies that help define how hyperglycemic crises should be *** article will provide a comprehensive review of the pathophysiology,diagnosis,and management of DKA-HHS overlap.

关键词： Diabetic ketoacidosis Hyperosmolar Coma Diabetes Metabolic acidosis Hypernatremia Hyperosmolar hyperglycemia state

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