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Prediction of bearing capacity of pile foundation using deep learning approaches

Frontiers of Structural and Civil Engineering 2024年第6期18卷 870-886页

作者： manish KUMAR Divesh Ranjan KUMAR Jitendra KHATTI Pijush SAMUI Kamaldeep Singh GROVER Department of Civil Engineering SRM Institute of Science and Technology Tiruchirappalli CampusTrichy 621105India Department of Civil Engineering National Institute of Technology PatnaBihar 800005India Department of Civil Engineering Faculty of EngineeringThammasat School of EngineeringThammasat UniversityBangkok10200Thailand Department of Civil Engineering Rajasthan Technical UniversityKota 324010India

The accurate prediction of bearing capacity is crucial in ensuring the structural integrity and safety of pile *** research compares the Deep Neural Networks(DNN),Convolutional Neural Networks(CNN),Recurrent Neural Networks(RNN),Long Short-Term Memory(LSTM),and Bidirectional LSTM(BiLSTM)algorithms utilizing a data set of 257 dynamic pile load tests for the first ***,this research illustrates the multicollinearity effect on DNN,CNN,RNN,LSTM,and BiLSTM models’performance and accuracy for the first time.A comprehensive comparative analysis is conducted,employing various statistical performance parameters,rank analysis,and error matrix to evaluate the performance of these *** performance is further validated using external validation,and visual interpretation is provided using the regression error characteristics(REC)curve and Taylor *** from the comparative analysis reveal that the DNN(Coefficient of determination(R^(2))_(training(TR))=0.97,root mean squared error(RMSE)_(TR)=0.0413;R^(2)_(testing(TS))=0.9,RMSE_(TS)=0.08)followed by BiLSTM(R^(2)_(TR)=0.91,RMSE_(TR)=0.782;R^(2)_(TS)=0.89,RMSE_(TS)=0.0862)model demonstrates the highest performance *** is noted that the BiLSTM model is better than LSTM because the BiLSTM model,which increases the amount of information for the network,is a sequence processing model made up of two LSTMs,one of which takes the input in a forward manner,and the other in a backward *** prediction of pile-bearing capacity is strongly influenced by ram weight(having a considerable multicollinearity level),and the effect of the considerable multicollinearity level has been determined for the model based on the recurrent neural network *** this study,the recurrent neural network model has the least performance and accuracy in predicting the pile-bearing capacity.

关键词： deep learning algorithms high-strain dynamic pile test bearing capacity of the pile

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钒技术在难减排行业和能源转型中的作用评估

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钢铁钒钛 2024年第4期45卷 84-94页

作者： David ASantos manish KDixit Pranav Pradeep Kumar Sarbajit Banerjee 德克萨斯农工大学化学系德克萨斯农工大学材料科学和工程系德克萨斯农工大学建筑科学系德克萨斯农工大学土木与环境工程学院

重工业的减碳和可再生能源技术的出现皆与获得矿物资源有着密不可分的联系。因此，迫切需要对关键元素在减少温室气体排放方面的作用进行基准评估。考察了钒作为微合金元素在建筑碳减排以及作为电网储能用液流电池的主要成分在能源转型... 详细信息

重工业的减碳和可再生能源技术的出现皆与获得矿物资源有着密不可分的联系。因此，迫切需要对关键元素在减少温室气体排放方面的作用进行基准评估。考察了钒作为微合金元素在建筑碳减排以及作为电网储能用液流电池的主要成分在能源转型中的作用。研究结果表明，钒可使每年减少总计1.85亿t碳排放。其中，中国和欧盟的减排幅度分别为各自排放量的1.15%和0.18%。研究结果强调了关键金属在发展低碳基础设施中的作用，同时指出了进行全面评估并施加政策干预减轻供应链风险的必要性。

关键词：钒微合金化液流电池碳减排

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基于Virtex-5的音视频监视系统设计

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电子设计应用 2010年第1期8卷 66-69页

作者： manish desai elnfochips公司

具有视频监视功能的高端安全系统刺激了对嵌入式系统的需求,这些嵌入式系统能迅速捕获多条音视频信道,处理和压缩信息,并且通过高速互联网连接或主机PC接口将信息传送到中央监视系统。本文利用Virtex-5 FPGA的多种高级功能,实现音视频... 详细信息

具有视频监视功能的高端安全系统刺激了对嵌入式系统的需求,这些嵌入式系统能迅速捕获多条音视频信道,处理和压缩信息,并且通过高速互联网连接或主机PC接口将信息传送到中央监视系统。本文利用Virtex-5 FPGA的多种高级功能,实现音视频监视应用的单芯片或少芯片解决方案。

关键词：视频监视嵌入式 Virtex-5 FPGA

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Advancements in nanotechnology for the delivery of phytochemicals

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Journal of Integrative Medicine 2024年第4期22卷 385-398页

作者： Divya Chauhan Pavan K.Yadav Nazneen Sultana Arun Agarwal Saurabh Verma manish K.Chourasia Jiaur R.Gayen Division of Pharmaceutics and Pharmacokinetics Central Drug Research InstituteCouncil of Scientific and Industrial ResearchLucknow 226031Uttar PradeshIndia Academy of Scientific and Innovative Research Ghaziabad 201002Uttar PradeshIndia

Phytosomes(phytophospholipid complex) are dosage forms that have recently been introduced to increase the stability and therapeutic effect of herbal medicine. Currently, bioactive herbs and the phytochemicals they contain are considered to be the best remedies for chronic diseases. One promising approach to increase the efficacy of plant-based therapies is to improve the stability and bioavailability of their bio-active ingredients. Phytosomes employ phospholipids as their active ingredients, and use their amphiphilic properties to solubilize and protect herbal extracts. The unique properties of phospholipids in drug delivery and their use in herbal medicines to improve bioavailability results in significantly enhanced health benefits. The introduction of phytosome nanotechnology can alter and revolutionize the current state of drug delivery. The goal of this review is to explain the application of phytosomes, their future prospects in drug delivery, and their advantages over conventional formulations.

关键词： Phytochemical Bioavailability Drug delivery system Phytosome Plant extracts

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Identification of optimal composition with superior electrochemical properties along the zero Mn^(3+)line in Na_(0.75)(Mn-Al-Ni)O_(2)pseudo ternary system

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Journal of Energy Chemistry 2024年第9期96卷 206-216页

作者： Hari Narayanan Vasavan manish Badole Samriddhi Saxena Velaga Srihari Asish Kumar Das Pratiksha Gami Neha Dagar Sonia Deswal Pradeep Kumar Himanshu Kumar Poswal Sunil Kumar Department of Metallurgical Engineeringnd Materials Science Indian Institute of Technology IndoreSimrol 453552India High Pressure&Synchrotron Radiation Physics Division Bhabha Atomic Research Centre400085 MumbaiIndia School of Physical Sciences Indian Institute of Technology MandiHimachal Pradesh 175005India Center for Electric Vehiclend Intelligent Transport Systems Indian Institute of Technology IndoreSimrol 453552India

Biphasic layered oxide cathodes,known for their superior electrochemical performance,are prime candidates for commercializing in Na-ion ***,we unveil a series of P3/P2 monophasic and biphasic Al-substituted Na_(3/4)Mn_(5-x/8)Al_(2x/8)Ni_(3-x/8)O_(2)layered oxide cathodes that lie along the‘zero Mn^(3+)line’in the Na_(3/4)(Mn-Al-Ni)O_(2)pseudo-ternary *** structural analysis showed a larger Na^(+)conduction bottleneck area in both P3 and P2 structures with a higher Al3+content,which enhanced their rate *** each composition,the P3/P2 biphasic compound with nearly equal fractions of P3 and P2 phases outperformed their monophasic counterparts in almost all electrochemical performance *** synchrotron XRD measurements obtained for the monophasic P3 and biphasic P2/P3 samples revealed the absence of the O3 phase during *** high structure stability and faster Na^(+)transport kinetics in the biphasic samples underpins the enhancement of electrochemical properties in the Al-substituted P3/P2 *** results highlight fixed oxidation state lines as a novel tool to identify and design layered oxide cathodes for Na-ion batteries in pseudo-ternary diagrams involving Jahn-Teller active cations.

关键词： Layered oxides Biphasic cathode Operando Synchrotron XRD Electrochemical behavior Cyclic performance

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Coupling metal-organic frameworks and wood-based carbon for water remediation

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Nano Research 2024年第6期17卷 5661-5669页

作者： Akhter Zia manish Neupane Aidan McGlone Rui He Ruikun Xin Yifeng Liu Qiangu Yan Jinwu Wang Ling Li Zhiyong Cai Pei Dong Yingchao Yang Department of Mechanical Engineering University of MaineOronoME 04469USA Department of Mechanical and Aerospace Engineering University of MissouriColumbiaMO 65211USA Department of Mechanical Engineering George Mason UniversityFairfaxVA 22030USA Department of Civil and Environmental Engineering Rice UniversityHoustonTX 77005USA Department of Materials Science and NanoEngineering Rice UniversityHoustonTX 77005USA Forest Products Laboratory USDAMadisonWI 53726USA School of Forestry Resources University of MaineOronoME 04469USA

Fresh and clean water is highly demanded throughout the *** effectively address the need,nanomaterials enabled nanotechnology has been explored as a means of more efficient,reliable,and environmentally friendly approach towards water treatment *** concern in adopting nanomaterials is how to retrieve them from water body to avoid secondary *** this work,the earth abundant and sustainable wood,e.g.,basswood,was selected and carbonized into porous carbon as host skeleton,and metal-organic frameworks(MOFs),e.g.,MOF-199 with extremely high surface area,were grown throughout all channels in the porous basswood *** the traditional organic pollutant,methyl orange(MO),the combination of MOFs and basswood carbon(MOFs@carbon)demonstrates a remarkable adsorption capacity,which is 243%and 454%higher than basswood carbon and MOF-199,*** an outstanding adsorption performance originates from that the positively charged carbon pulls MO molecules close to carbon surface,leading to a high MO molecule concentration,and then the concentration gradient drives the MO molecules to be stored inside MOFs,functioning like *** findings highlight the potential application of coupled MOFs and biomass carbon in addressing water remediation.

关键词： metal-organic framework(MOF)-199 basswood carbon MOFs@carbon methyl orange

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Endoscopic ultrasound-guided pancreatic fluid collection drainage: Where are we?

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World Journal of Gastrointestinal Endoscopy 2024年第6期16卷 273-281页

作者： Anupam Kumar Singh manish Manrai Rakesh Kochhar Department of Gastroenterology Postgraduate Institute of Medical Education and ResearchChandigarh 160012India Department of Gastroenterology Command HospitalLucknow 226002India Department of Gastroenterology Paras HospitalPanchkula 134109India

Pancreatic fluid collections(PFCs)result from injury to the pancreas from acute or chronic pancreatitis,surgery,or *** of these collections has evolved over the last 2 *** choice of interventions includes percu-taneous,endoscopic,minimally invasive surgery,or a combined *** drainage is the drainage of PFCs by creating an artificial communication between the collection and gastrointestinal lumen that is maintained by placing a stent across the fistulous *** this editorial,we endeavored to update the current status of endoscopic ultrasound-guided drainage of PFCs.

关键词： Pancreatic fluid collections Endoscopic ultrasound-guided drainage Endoscopic necrosectomy Lumen apposing metal stent Review

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Role of artificial intelligence in colorectal cancer

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Artificial Intelligence in Gastrointestinal Endoscopy 2024年第2期5卷 31-40页

作者： Gita Lingam Taner Shakir Rawen Kader manish Chand Department of General Surgery Princess Alexandra HospitalHarlow CM201QXUnited Kingdom Department of Colorectal Surgery University College LondonLondon W1W 7TYUnited Kingdom Department of Gastroenterology University College LondonUniversity College London Hospitals Nhs Foundation TrustLondon W1BUnited Kingdom Gastroenterological Intervention Centre University College LondonLondon W1W 7TSUnited Kingdom

The sphere of artificial intelligence(AI)is ever *** for clinical practice have been emerging over recent *** its uptake has been most prominent in endoscopy,this represents only one aspect of holistic patient *** are a multitude of other potential avenues in which gastrointestinal care may be *** aim to review the role of AI in colorectal cancer as a *** performed broad scoping and focused searches of the applications of AI in the field of colorectal *** trials including qualitative research were included from the year 2000 *** were grouped into pre-operative,intra-operative and post-operative ***,the major use is with endoscopic *** has embraced the use for human derived classifications such as Narrow-band Imaging International Colorectal Endoscopic,Japan Narrow-band Imaging Expert Team,Paris and ***,novel detection and diagnostic methods have arisen from advances in AI ***-operatively,adjuncts such as image enhanced identification of structures and assessment of perfusion have led to improvements in clinical ***-operatively,monitoring and surveillance have taken strides with potential socioeconomic and environmental *** uses of AI within the umbrella of colorectal surgery are *** have identified existing technologies which are already augmenting cancer *** future applications are exciting and could at least match,if not surpass human standards.

关键词： Artificial intelligence Colorectal cancer Pre-operative Intra-operative Post-operative Adjuncts Colonoscopy

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Hepatic vein reconstruction during hepatectomy:A feasible and underused technique

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Hepatobiliary & Pancreatic Diseases International 2024年第4期23卷 421-427页

作者： manish Ahuja Kunal Joshi Chris Coldham Paulo Muiesan Bobby Dasari Manuel Abradelo Ravi Marudanayagam Darius Mirza John Isaac David Bartlett Nikolaos A Chatzizacharias Robert P Sutcliffe Keith J Roberts Department of HPB and Liver Transplant Surgery University Hospitals Birmingham NHS Foundation TrustBirminghamUK Institute of Immunology and Immunotherapy University of BirminghamBirminghamUK

Complete surgical resection(R0)of liver tumors,primary or metastatic,remains the main objective in management of primary and metastatic liver tumors[1].Tumors invading to the proximity of the hepatic venous outflow pose a peculiar challenge to achieve R0 resections,because this location may render a tumor *** median survival of patients with liver tumor without surgery is less than 12 months[2].Even with surgery,post-hepatectomy liver failure and subsequently increased mortality are the main problems associated with complex resection[3].Moreover,when the vein is affected,vein resection and subsequent reconstruction are *** resection is a standard practice in liver resection and transplantation[4],for example,hepatic vein reconstruction during a living-donor liver transplant,porto-mesenteric axis reconstruction during resection of advanced pancreatic cancer and caval reconstruction during resection of retroperitoneal ***,novel techniques like total hepatic vascular exclusion(HVE)[5],veno-venous bypass[6]and ex vivo hepatic resection[7,8]have facilitated curative resections of tumors close to one or more major hepatic veins.

关键词： hepatectomy surgery mortality

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脊髓损伤中的自主反射障碍

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英国医学杂志中文版 2021年第8期24卷 469-471页

作者： Helen Cowan Celine Lakra manish desai 杨贺(译) 扈玉华(校) No affiliation Royal National Orthopaedic Hospital NHS TrustStanmoreUK London Spinal Cord Injury Centre Royal National Orthopaedic Hospital NHS TrustStanmoreUK 河北医科大学第二医院

自主反射障碍是一种对患者生命造成潜在威胁的脊髓损伤并发症,致死率为22%1 ,并导致脑卒中风险增加300%~400%2,急诊医护人员可能很少见到此种疾病的患者,不过一旦遇到这种情况,就要早期识别和治疗。本实践要点旨在对自主反射障碍进行概... 详细信息

自主反射障碍是一种对患者生命造成潜在威胁的脊髓损伤并发症,致死率为22%1 ,并导致脑卒中风险增加300%~400%2,急诊医护人员可能很少见到此种疾病的患者,不过一旦遇到这种情况,就要早期识别和治疗。本实践要点旨在对自主反射障碍进行概述,并介绍如何识别自主反射障碍。

关键词：自主反射障碍脊髓损伤早期识别实践要点急诊医护人员致死率脑卒中风险潜在威胁

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