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Data-Driven Healthcare:The Role of Computational Methods in Medical Innovation
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作者 Hariharasakthisudhan Ponnarengan Sivakumar Rajendran +2 位作者 Vikas Khalkar Gunapriya Devarajan Logesh Kamaraj 《Computer Modeling in Engineering & Sciences》 SCIE EI 2025年第1期1-48,共48页
The purpose of this review is to explore the intersection of computational engineering and biomedical science,highlighting the transformative potential this convergence holds for innovation in healthcare and medical r... The purpose of this review is to explore the intersection of computational engineering and biomedical science,highlighting the transformative potential this convergence holds for innovation in healthcare and medical research.The review covers key topics such as computational modelling,bioinformatics,machine learning in medical diagnostics,and the integration of wearable technology for real-time health monitoring.Major findings indicate that computational models have significantly enhanced the understanding of complex biological systems,while machine learning algorithms have improved the accuracy of disease prediction and diagnosis.The synergy between bioinformatics and computational techniques has led to breakthroughs in personalized medicine,enabling more precise treatment strategies.Additionally,the integration of wearable devices with advanced computational methods has opened new avenues for continuous health monitoring and early disease detection.The review emphasizes the need for interdisciplinary collaboration to further advance this field.Future research should focus on developing more robust and scalable computational models,enhancing data integration techniques,and addressing ethical considerations related to data privacy and security.By fostering innovation at the intersection of these disciplines,the potential to revolutionize healthcare delivery and outcomes becomes increasingly attainable. 展开更多
关键词 computational models biomedical engineering BIOINFORMATICS machine learning wearable technology
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Computational-guided discovery of UDP-glycosyltransferases for lauryl glucoside production using engineered E.coli
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作者 Kasimaporn Promubon Kritsada Tathiya +2 位作者 Aussara Panya Wasu Pathom-Aree Pachara Sattayawat 《Bioresources and Bioprocessing》 2024年第1期1340-1352,共13页
Defining suitable enzymes for reaction steps in novel synthetic pathways is crucial for developing microbial cell factories for non-natural products.Here,we developed a computational workflow to identify C12 alcohol-a... Defining suitable enzymes for reaction steps in novel synthetic pathways is crucial for developing microbial cell factories for non-natural products.Here,we developed a computational workflow to identify C12 alcohol-active UDP-glycosyltransferases.The workflow involved three steps:(1)assembling initial candidates of putative UDP-glycosyltransferases,(2)refining selection by examining conserved regions,and(3)3D structure prediction and molecular docking.Genomic sequences from Candida,Pichia,Rhizopus,and Thermotoga,known for lauryl glucoside synthesis via whole-cell biocatalysis,were screened.Out of 240 predicted glycosyltransferases,8 candidates annotated as glycosyltransferases were selected after filtering out those with signal peptides and identifying conserved UDP-glycosyltransferase regions.These proteins underwent 3D structure prediction and molecular docking with 1-dodecanol.RO3G,a candidate from Rhizopus delemar RA 99-880 with a relatively high ChemPLP fitness score,was selected and expressed in Escherichia coli BL21(DE3).It was further characterized using a feeding experiment with 1-dodecanol.Results confirmed that the RO3G-expressing strain could convert 1-dodecanol to lauryl glucoside,as quantified by HPLC and identified by targeted LC-MS.Monitoring the growth and fermentation profiles of the engineered strain revealed that RO3G expression did not affect cell growth.Interestingly,acetate,a major fermentation product,was reduced in the RO3G-expressing strain compared to the GFP-expressing strain,suggesting a redirection of flux from acetate to other pathways.Overall,this work presents a successful workflow for discovering UDP-glycosyltransferase enzymes with confirmed activity toward 1-dodecanol for lauryl glucoside production. 展开更多
关键词 UDP-glycosyltransferase Lauryl glucoside computational method 1-Dodecanol engineered E.coli Novel biosynthetic pathway Genome mining
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Computational chemical engineering–Towards thorough understanding and precise application 被引量:1
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作者 Zaisha Mao Chao Yang 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2016年第8期945-951,共7页
The paradigms of chemical engineering discipline are discussed. The first paradigm of Unit Operations and the second paradigm of Transport Phenomena are well recognized among the chemical engineers all over the world,... The paradigms of chemical engineering discipline are discussed. The first paradigm of Unit Operations and the second paradigm of Transport Phenomena are well recognized among the chemical engineers all over the world, and what the next paradigm is remains still an open question. Several proposals such as Chemical product engineering, Sustainable chemical engineering and Multi-scale methodology are considered as candidates for next paradigm. Might Computational Chemical Engineering be the next one, which is advancing the discipline of chemical engineering toward ultimate mechanism-based understanding of chemical processes? This possibility is comparatively expounded with other proposals, and the scope and depth of computational chemical engineering are shortly listed. 展开更多
关键词 PARADIGM Unit operations Transport phenomena CHEMICAL product engineering Sustainable CHEMICAL engineering computationAL CHEMICAL engineering Numerical simulation
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Integrated Computational Materials Engineering for the Development and Design of High Modulus Al Alloys
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作者 Chengpeng Xue Xinghai Yang +1 位作者 Shuo Wang Junsheng Wang 《Journal of Beijing Institute of Technology》 EI CAS 2023年第4期443-462,共20页
Integrated computational materials engineering(ICME)is to integrate multi-scale computational simulations and key experimental methods such as macroscopic,mesoscopic,and microscopic into the whole process of Al alloys... Integrated computational materials engineering(ICME)is to integrate multi-scale computational simulations and key experimental methods such as macroscopic,mesoscopic,and microscopic into the whole process of Al alloys design and development,which enables the design and development of Al alloys to upgrade from traditional empirical to the integration of compositionprocess-structure-mechanical property,thus greatly accelerating its development speed and reducing its development cost.This study combines calculation of phase diagram(CALPHAD),Finite element calculations,first principle calculations,and microstructure characterization methods to predict and regulate the formation and structure of composite precipitates from the design of highmodulus Al alloy compositions and optimize the casting process parameters to inhibit the formation of micropore defects in the casting process,and the final tensile strength of Al alloys reaches420 MPa and Young's modulus reaches more than 88 GPa,which achieves the design goal of the high strength and modulus Al alloys,and establishes a new mode of the design and development of the strength/modulus Al alloys. 展开更多
关键词 integrated computational materials engineering(ICME) high modulus Al alloys
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Multiscale computation from a chemical engineering perspective
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作者 Li Jinghai 《Engineering Sciences》 EI 2014年第4期29-34,共6页
This paper mainly discusses the multiscale computation from a chemical engineering perspective.From the application designer's perspective,we propose a new approach to investigate and develop both flexible and eff... This paper mainly discusses the multiscale computation from a chemical engineering perspective.From the application designer's perspective,we propose a new approach to investigate and develop both flexible and efficient computer architectures. Based on the requirements of applications within one category,we first induce and extract some inherent computing patterns or core computing kernels from the applications.Some computing models and innovative computing architectures will then be developed for these patterns or kernels,as well as the software mapping techniques. Finally those applications which can share and utilize those computing patterns or kernels can be executed very efficiently on those novel computing architectures. We think that the proposed approach may not be achievable within the existing technology. However,we believe that it will be available in the near future. Hence,we will describe this approach from the following four aspects:multiscale environment in the world,mesoscale as a key scale,energy minimization multiscale(EMMS)paradigm and our perspective. 展开更多
关键词 chemical engineering multiscale computation
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Towards engineering in memristors for emerging memory and neuromorphic computing: A review 被引量:7
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作者 Andrey S.Sokolov Haider Abbas +1 位作者 Yawar Abbas Changhwan Choi 《Journal of Semiconductors》 EI CAS CSCD 2021年第1期33-61,共29页
Resistive random-access memory(RRAM),also known as memristors,having a very simple device structure with two terminals,fulfill almost all of the fundamental requirements of volatile memory,nonvolatile memory,and neuro... Resistive random-access memory(RRAM),also known as memristors,having a very simple device structure with two terminals,fulfill almost all of the fundamental requirements of volatile memory,nonvolatile memory,and neuromorphic characteristics.Its memory and neuromorphic behaviors are currently being explored in relation to a range of materials,such as biological materials,perovskites,2D materials,and transition metal oxides.In this review,we discuss the different electrical behaviors exhibited by RRAM devices based on these materials by briefly explaining their corresponding switching mechanisms.We then discuss emergent memory technologies using memristors,together with its potential neuromorphic applications,by elucidating the different material engineering techniques used during device fabrication to improve the memory and neuromorphic performance of devices,in areas such as ION/IOFF ratio,endurance,spike time-dependent plasticity(STDP),and paired-pulse facilitation(PPF),among others.The emulation of essential biological synaptic functions realized in various switching materials,including inorganic metal oxides and new organic materials,as well as diverse device structures such as single-layer and multilayer hetero-structured devices,and crossbar arrays,is analyzed in detail.Finally,we discuss current challenges and future prospects for the development of inorganic and new materials-based memristors. 展开更多
关键词 RRAM MEMRISTOR emerging memories neuromorphic computing electronic synapse resistive switching memristor engineering
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基于ROACH2-GPU的集群相关器研究——Hashpipe软件在X-engine模块中的应用
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作者 张科 王钊 +6 位作者 李吉夏 吴锋泉 田海俊 牛晨辉 张巨勇 陈志平 陈学雷 《贵州师范大学学报(自然科学版)》 北大核心 2025年第2期114-121,共8页
随着国际上越来越多干涉阵列设备的建造与运行,为人类探测未知宇宙的奥秘提供了丰富的观测数据,然而随之带来高速和密集型数据实时处理的巨大困难,对传统的数据处理技术提出了严峻的挑战。基于我国已建造的天籁计划一期项目在数据实时... 随着国际上越来越多干涉阵列设备的建造与运行,为人类探测未知宇宙的奥秘提供了丰富的观测数据,然而随之带来高速和密集型数据实时处理的巨大困难,对传统的数据处理技术提出了严峻的挑战。基于我国已建造的天籁计划一期项目在数据实时关联计算的需求,利用GPU在高性能并行计算上的优势,为天籁柱形探路者阵列设计并实现一套基于ROACH2-GPU的集群相关器,深入探究Hashpipe(High availibility shared pipeline engine)软件在集群相关器X-engine模块中的应用。首先介绍ROACH2-GPU集群相关器的整体架构,然后研究Hashpipe的核心功能和数据处理方法,实现了完整的分布式异构处理功能,优化了Hashpipe控制和参数接口。根据实际观测需求,可修改程序参数,能实现不同通道数量的相关器配置,降低后端软硬件设计的难度和成本。最后,在完成软件正确性测试的基础上,进行了强射电天文源的观测和处理,能够获得准确的干涉条纹。 展开更多
关键词 ROACH2-GPU Hashpipe 集群相关器 X-engine模块 并行计算
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Optimization of Vehicle Side Curtain Airbag Module Based on Computer Aided Engineering 被引量:6
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作者 ZHANG Junyuan LI Dongjun +2 位作者 BI Ying YANG Donglin QIU Feng 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2009年第4期521-527,共7页
Compared with other kinds of airbags, curtain airbag(CAB) has more complex structures and larger coverage area. The product development process depends on many module tests, sled tests and full size vehicle tests. C... Compared with other kinds of airbags, curtain airbag(CAB) has more complex structures and larger coverage area. The product development process depends on many module tests, sled tests and full size vehicle tests. Computer aided engineering(CAE) technology can replace tests to a great extent, also save test costs and product development time. This paper introduces the way of setting up simulation models and application of static deployment tests and free motion headform(FMH) tests to verify simulation models. In the CAB simulation, uniform pressure airbag models and computational fluid dynamics(CFD) models are all used. The uniform pressure airbag models are not able to simulate the pressure difference among different parts inside the cushion during inflating process. CFD-based CAB models are used to help the curtain airbag optimization design. Based on effective CAE simulation, the optimization analyses related to diffuser tube parameters, inflator mass flow rate and cushion folding patterns are discussed and performed in different cases. The optimization result shows that the proposed techniques are helpful to the parametric optimization design of side curtain airbag module in curtain airbag development process. 展开更多
关键词 curtain airbag computer aided engineering simulation OPTIMIZATION
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Quantum Software Engineering: Best Practices from Classical to Quantum Approaches
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作者 Abdullah Ibrahim S. Alsalman 《Journal of Quantum Information Science》 2024年第4期234-258,共25页
As quantum computing transitions from a theoretical domain to a practical technology, many aspects of established practice in software engineering are being faced with new challenges. Quantum Software Engineering has ... As quantum computing transitions from a theoretical domain to a practical technology, many aspects of established practice in software engineering are being faced with new challenges. Quantum Software Engineering has been developed to address the peculiar needs that arise with quantum systems’ dependable, scalable, and fault-tolerant software development. The present paper critically reviews how traditional software engineering methodologies can be reshaped to fit into the quantum field. This also entails providing some critical contributions: frameworks to integrate classical and quantum systems, new error mitigation techniques, and the development of quantum-specific testing and debugging tools. In this respect, best practices have been recommended to ensure that future quantum software can harness the evolving capabilities of quantum hardware with continued performance, reliability, and scalability. The work is supposed to act as a foundational guide for the researcher and developer as quantum computing approaches widespread scientific and industrial adoption. 展开更多
关键词 Quantum Software engineering Quantum computing Quantum Algorithms Quantum Software Development Lifecycle Error Mitigation Classical-Quantum Integration Quantum Debugging Scalable Quantum Systems Fault Tolerant computing
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Application of computer-aided engineering optimum design method in aluminum profile extrusion mould 被引量:8
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作者 帅词俊 肖刚 +1 位作者 倪正顺 钟掘 《Journal of Central South University of Technology》 2003年第1期64-68,共5页
The finite element analysis and the optimum design of aluminum profile extrusion mould were investigated using the ANSYS software and its parameterized modeling method. The optimum dimensions of the mould were obtaine... The finite element analysis and the optimum design of aluminum profile extrusion mould were investigated using the ANSYS software and its parameterized modeling method. The optimum dimensions of the mould were obtained. It is found that the stress distribution is very uneven, and the stress convergence is rather severe in the bridge of the aluminum profile extrusion mould. The optimum height of the mould is 70.527 mm, and the optimum radius of dividing holes are 70.182 mm and 80.663 mm. Increasing the height of the mould in the range of 61.282 mm to 70.422 mm can prolong its longevity, but when the height is over 70.422 mm, its longevity reduces. 展开更多
关键词 EXTRUSION MOULD computER-AIDED engineering OPTIMUM design ANSYS
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Requirements Engineering for Cloud Computing 被引量:3
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作者 Holger Schrǒdl Stefan Wind 《通讯和计算机(中英文版)》 2011年第9期707-715,共9页
关键词 需求工程 计算 信息系统 成本效益 定价模型 法律问题 结构比较 过程模型
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COMPUTER SIMULATION IN MAN-MACHINE-ENVIRONMENT SYSTEM ENGINEERING
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作者 Yuan Xiugan(Fifth Department,Beijing University of Aeronautics andAstronautics,Beijing,China,100083) 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 1995年第3期168-173,共6页
COMPUTERSIMULATIONINMAN-MACHINE-ENVIRONMENTSYSTEMENGINEERINGYuanXiugan(FifthDepartment,BeijingUniversityofAe... COMPUTERSIMULATIONINMAN-MACHINE-ENVIRONMENTSYSTEMENGINEERINGYuanXiugan(FifthDepartment,BeijingUniversityofAeronauticsandAstro... 展开更多
关键词 computerized simulation human factors engineering computer graphics ANALOGIES
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A Review and Prospect for Scientific and Engineering Computing in China
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作者 Yu Dehao(CAS Institute of Computational Mathematics & Scientific/Engineering Computing) 《Bulletin of the Chinese Academy of Sciences》 2002年第1期49-52,共4页
The rise of scientific computing was one of the most important advances in the S&T progress during the second half of the 20th century. Parallel with theoretical exploration and scientific experiments,scientific c... The rise of scientific computing was one of the most important advances in the S&T progress during the second half of the 20th century. Parallel with theoretical exploration and scientific experiments,scientific computing has become the 'third means' for scientific activities in the world today. The article gives a panoramic review of the subject during the past 50 years in China and lists the contributions made by Chinese scientists in this field. In addition, it reveals some key contents of related projects in the national research plan and looks into the development vista for the subject in China at the dawning years of the new century. 展开更多
关键词 PRO A Review and Prospect for Scientific and engineering computing in China
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Computer Support for Concept Engineering Design:Enabling Interaction with Design Knowledge
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作者 Ernest A. Edmonds & Linda Candy(LUTCHI Research Centre Department of Computer Studies Loughborough University, Loughborough, LE11 3TU UK)email: {e.a.edmonds, 1.candy}@lboro.ac.uk 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 1996年第2期55-71,共17页
This paper addresses the question of how to support the designer with appropriate knowledge during conceptual design. It begins with a discussion of knowledge-based support for design and is followed by a scenario acc... This paper addresses the question of how to support the designer with appropriate knowledge during conceptual design. It begins with a discussion of knowledge-based support for design and is followed by a scenario account of the use of a Knowledge Support System. A system is described that demonstrates interaction with different forms of knowledge in concept vehicle design.It supports the creation of new designs by way of a solution generation and evaluation process that relies upon co-operation between the designer and the knowledge system. The results of user evaluation gave rise to a current research agenda which addresses the requirements of a multi-user platform for a design knowledge support environment for collaborative team work. 展开更多
关键词 Conceptual Design Knowledge-based engineering computer support Knowledge support system
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REVERSE ENGINEERING BASED ON COMPUTER VISION FOR FREE FORM SURFACE 被引量:1
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作者 Lai Xinmin Lin Zhongqin School of Mechanical Engineering, Shanghai Jiaotong University Huang Tian Zhang Dawei Zeng Ziping Tianjin University 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 1999年第4期241-246,共6页
The key issues such as vision sensor, sampling planning are studied for reverse engineering. For the developed sensor, the low sensitivity to the incident angle and the high linearity between the output and the input ... The key issues such as vision sensor, sampling planning are studied for reverse engineering. For the developed sensor, the low sensitivity to the incident angle and the high linearity between the output and the input are carried out. During digitizing, the adaptive sampling planning method based on the curvature of surface and the slope of tangent line of measured point is proposed. After integrating the vision sensor, CNC milling and relevant software, the reverse engineering system based on computer vision is developed. The experiment shows that this system is reliable and efficient. 展开更多
关键词 REVERSE engineering computER VISION Sampling PLANNING Free FORM surface
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Computer Aided Software Engineering(CASE)for CAD Systems Production
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作者 Jerzy WROBEL 《Computer Aided Drafting,Design and Manufacturing》 1991年第1期46-54,共9页
In the paper the basic elements of CAD systems from software point of view are dis- cussed.The creation and next the modification of CAD systems needs specialized software tools.In the paper the idea computer Aided So... In the paper the basic elements of CAD systems from software point of view are dis- cussed.The creation and next the modification of CAD systems needs specialized software tools.In the paper the idea computer Aided Software Engineering(CASE)for CAD systems production and practi- cal software realization of such a software tool is considered.The main element of this tool is special program provided for convenient storage and modification of CAD source program.In the paper the simple examples are presented and discussed. 展开更多
关键词 computer aided software engineering CASE Software tool
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Research on cigarette during smoking based on reverse engineering and numerical simulation 被引量:3
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作者 Darong Tang JunzhangWu +2 位作者 Jinsong Zeng Wenhua Gao Liang Du 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2019年第10期2359-2375,共17页
The three-dimensional(3 D)model of cigarette was accurately constructed through reverse engineering as the research object of numerical simulation.The combustion process of cigarette was studied with computational flu... The three-dimensional(3 D)model of cigarette was accurately constructed through reverse engineering as the research object of numerical simulation.The combustion process of cigarette was studied with computational fluid dynamics(CFD).Standard Laminar models with species transport approach were applied,and numerical simulation of the cigarette was analyzed with semi-implicit method for pressure–velocity coupling.The results showed that the model could predict velocity of cigarette smoke,the distributions of temperature and pressure at different times.In order to verify the correctness of model,it was found that the relationship between the velocity of smoke and pressure according to Darcy’s law on z position(x=4 mm,y=0,0 mm≤z≤50.61 mm). 展开更多
关键词 CIGARETTE REVERSE engineering computationAL fluid dynamics
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DID Code:A Bridge Connecting the Materials Genome Engineering Database w让h Inheritable Integrated Intelligent Manufacturing 被引量:7
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作者 William Yi Wang Peixuan Li +14 位作者 Deye Lin Bin Tang Jun Wang Quanmei Guan Qian Ye Haixing Dai Jun Gao Xiaoli Fan Hongchao Kou Haifeng Song Feng Zhou Jijun Ma Zi-Kui Liu Jinshan Li Weimin Liu 《Engineering》 SCIE EI 2020年第6期612-620,共9页
A data identifier(DID)is an essential tag or label in all kinds of databases—particularly those related to integrated computational materials engineering(ICME),inheritable integrated intelligent manufacturing(I3M),an... A data identifier(DID)is an essential tag or label in all kinds of databases—particularly those related to integrated computational materials engineering(ICME),inheritable integrated intelligent manufacturing(I3M),and the Industrial Internet ofThings.With the guidance and quick acceleration of the developme nt of advanced materials,as envisioned by official documents worldwide,more investigations are required to construct relative numerical standards for material informatics.This work proposes a universal DID format consisting of a set of build chains,which aligns with the classical form of identifier in both international and national standards,such as ISO/IEC 29168-1:2000,GB/T 27766-2011,GA/T 543.2-2011,GM/T 0006-2012,GJB 7365-2011,SL 325-2014,SL 607-201&WS 363.2-2011,and QX/T 39-2005.Each build chain is made up of capital letters and numbers,with no symbols.Moreover,the total length of each build chain is not restricted,which follows the formation of the Universal Coded Character Set in the international standard of ISO/IEC 10646.Based on these rules,the proposed DID is flexible and convenient for extendi ng and sharing in and between various cloud-based platforms.Accordingly,classical two-dimensional(2D)codes,including the Hanxin Code,Lots Perception Matrix(LP)Code,Quick Response(Q.R)code,Grid Matrix(GM)code,and Data Matrix(DM)Code,can be constructed and precisely recognized and/or decoded by either smart phones or specific machines.By utilizing these 2D codes as the fingerprints of a set of data linked with cloud-based platforms,progress and updates in the composition-processing-structure-property-performance workflow process can be tracked spontaneously,paving a path to accelerate the discovery and manufacture of advanced materials and enhance research productivity,performance,and collaboration. 展开更多
关键词 Data identifier DATABASE Digital twin Integrated computational materials engineering
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Substitution for In Vitro and In Vivo Tests:Computational Models from Cell Attachment to Tissue Regeneration 被引量:1
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作者 Hao Huang Chaozong Liu +4 位作者 Teng Yi Maryam Tamaddon Shanshan Yuan Zhenyun Shi Ziyu Liu 《Chinese Medical Sciences Journal》 CAS CSCD 2021年第4期323-332,共10页
To get an optimal product of orthopaedic implant or regenerative medicine needs to follow trialand-error analyses to investigate suitable product’s material,structure,mechanical properites etc.The whole process from ... To get an optimal product of orthopaedic implant or regenerative medicine needs to follow trialand-error analyses to investigate suitable product’s material,structure,mechanical properites etc.The whole process from in vivo tests to clinical trials is expensive and time-consuming.Computational model is seen as a useful analysis tool to make the product development.A series of models for simulating tissue engineering process from cell attachment to tissue regeneration are reviewed.The challenging is that models for simulating tissue engineering processes are developed separately.From cell to tissue regeneration,it would go through blood injection after moving out the defect;to cell disperse and attach on the scaffold;to proliferation,migration and differentiation;and to the final part-becoming mature tissues.This paper reviewed models that related to tissue engineering process,aiming to provide an opportunity for researchers to develop a mature model for whole tissue engineering process.This article focuses on the model analysis methods of cell adhesion,nutrient transport and cell proliferation,differentiation and migration in tissue engineering.In cell adhesion model,one of the most accurate method is to use discrete phase model to govern cell movement and use Stanton-Rutland model for simulating cell attachment.As for nutrient transport model,numerical model coupling with volume of fluid model and species transport model together is suitable for predicting nutrient transport process.For cell proliferation,differentiation and migration,finite element method with random-walk algorithm is one the most advanced way to simulate these processes.Most of the model analysis methods require further experiments to verify the accuracy and effectiveness.Due to the lack of technology to detect the rate of nutrient diffusion,there are especially few researches on model analysis methods in the area of blood coagulation.Therefore,there is still a lot of work to be done in the research of the whole process model method of tissue engineering.In the future,the numerical model would be seen as an optimal way to investigate tissue engineering products bioperformance and also enable to optimize the parameters and material types of the tissue engineering products. 展开更多
关键词 tissue engineering SCAFFOLD computer aided design computational fluid dynamics finite element models
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A comprehensive survey on Segment Routing Traffic Engineering 被引量:1
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作者 Duo Wu Lin Cui 《Digital Communications and Networks》 SCIE CSCD 2023年第4期990-1008,共19页
Traffic Engineering(TE)enables management of traffic in a manner that optimizes utilization of network resources in an efficient and balanced manner.However,existing TE solutions face issues relating to scalability an... Traffic Engineering(TE)enables management of traffic in a manner that optimizes utilization of network resources in an efficient and balanced manner.However,existing TE solutions face issues relating to scalability and complexity.In recent years,Segment Routing(SR)has emerged as a promising source routing paradigm.As one of the most important applications of SR,Segment Routing Traffic Engineering(SR-TE),which enables a headend to steer traffic along specific paths represented as ordered lists of instructions called segment lists,has the capability to overcome the above challenges due to its flexibility and scalability.In this paper,we conduct a comprehensive survey on SR-TE.A thorough review of SR-TE architecture is provided in the first place,reviewing the core components and implementation of SR-TE such as SR Policy,Flexible Algorithm and SR-native algorithm.Strengths of SR-TE are also discussed,as well as its major challenges.Next,we dwell on the recent SR-TE researches on routing optimization with various intents,e.g.,optimization on link utilization,throughput,QoE(Quality of Experience)and energy consumption.Afterwards,node management for SR-TE are investigated,including SR node deployment and candidate node selection.Finally,we discuss the existing challenges of current research activities and propose several research directions worth of future exploration. 展开更多
关键词 Segment routing Traffic engineering SR Policy Routing optimization Segment list computation
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