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Utilizing Dynamic Data to Quickly Evaluate Advantageous Channels and Applications
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作者 Jianguo Liu Rui Zhang +2 位作者 Zheng Lv Meinan Wang Guohao Zhang 《World Journal of Engineering and Technology》 2023年第3期417-423,共7页
In response to the high cost and difficulty of high-speed development and testing data in offshore oil fields, this paper proposes to use the most easily available production performance data as the basis and use the ... In response to the high cost and difficulty of high-speed development and testing data in offshore oil fields, this paper proposes to use the most easily available production performance data as the basis and use the grey correlation method to calculate the correlation coefficient between oil and water wells to characterize the degree of development of advantageous channels. The consistency between the calculated results of this method and the tracer test results is over 80%. Based on the fitting results, the correlation coefficient exceeds 0.74 to determine the existence of an advantageous channel. According to the research results of grey correlation method, Bohai K oilfield has completed the combined profile control and flooding measures, and the daily oil production has increased by 20 m3</sup>/d. This method is simple, fast, and can achieve quantitative evaluation, which saves time and investment compared to offshore testing. It has strong application and reference value for the development of other offshore water injection oilfields. 展开更多
关键词 Offshore Oil Fields Production Performance Correlation Coefficient advantageous Channel Quantitative Assessment
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SEDIMENTARY PATTERN OF PROTOTYPE BASIN IN THE DEPOSITION PERIOD OF LAIYANG FORMATION AND THE ADVANTAGEOUS AREAS FOR OIL AND GAS EXPLORATION OF JIAOLAI BASIN 被引量:1
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作者 WU Zhiping LI Ling LI Wei ZHOU Yaoqi 《Geotectonica et Metallogenia》 2004年第2期142-156,共15页
Laiyang formation of Jiaolai Basin is the target stratum for oil and gas exploration. By measuring several field sections, the authors find that Laiyang formation reveals the whole processes from development to death ... Laiyang formation of Jiaolai Basin is the target stratum for oil and gas exploration. By measuring several field sections, the authors find that Laiyang formation reveals the whole processes from development to death of the lake basin and its sedimentary facies differ in different structural locations. Analyses about sedimentary facies and paleocurrent orientations in association with researches about the positive tectonic units such as Dayetou horseback and Chaigou horst indicate that Laiyang sag is a relatively independent sedimentary unit that shows great water depth typical of deep lake or semideep lake and was controlled by Wulongcun fault during the deposition period of Laiyang formation. Its sediments mainly originated from Jiaobei uplift area and Dayetou horseback. Gaomi-Zhucheng sag was a fast-filled basin controlled by Wurong fault and Yishu fault zone, being high in the northeast and low in the northwest and characterized by the development of pluvial facies and fluvial facies in most areas, and with the development of lake facies being limited to local low-lying regions. Selection of advantageous hydrocarbon reservoir areas for exploration purpose mainly relies on the sedimentation pattern of prototype basin and conservation conditions. The central-west area of Laiyang sag covered by overlying Laiyang formation is the most advantageous exploration area. 展开更多
关键词 PROTOTYPE BASIN advantageous area for oil exploration DEPOSITION PERIOD of Laiyang FORMATION Jiaolai BASIN
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Specialization and Coordination: New Paradigm, Theory, and Path for Regional Development
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作者 Lu Ming Xiang Kuanhu +2 位作者 Li Pengfei Li Jiewei Zhong Yuejun 《China Economist》 2024年第1期76-85,共10页
In its new development stage,China seeks to derive new dynamism from reform and opening up at a higher level to boost consumption and services.This process coincides with a further differentiation of comparative advan... In its new development stage,China seeks to derive new dynamism from reform and opening up at a higher level to boost consumption and services.This process coincides with a further differentiation of comparative advantages across regions.Economic activity and population will continue to concentrate in clusters in coastal and central cities amid a continuous outflow of population from remote areas.Development expansion from coastal to interior regions and from central cities to the periphery will promote a new regional development paradigm of“dual centers and periphery”.Therefore,China’s regional development strategy should follow the new theory of seeking relative equilibrium amid development,identify regions of population inflow and outflow,and explore a new development path of regional specialization and coordination.By deepening market reforms and increasing central government coordination,the country is poised to improve the spatial allocation of resources and unleash institutional dividends in the process of developing a unified national market. 展开更多
关键词 Regional development “dual centers-periphery” comparative advantage population migration
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2023:A year of accomplishments for the 13 Science Citation Index Expanded-and Emerging Sources Citation Index-indexed Baishideng journals
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作者 Jin-Lei Wang Jia-Ping Yan +22 位作者 Jia-Ru Fan Xiang Li Xu Guo Jia-Wei Li Yun-Xiaojian Wu Jing-Jie Wang Yu-Lu Chen Li Li Cong Lin Xin-Liang Qu Ji-Hong Liu Yan-Liang Zhang Ying-Yi Yuan Hua-Ge Yu Yu-Xi Chen Yi-Xuan Cai Xiang-Di Zhang Si Zhao Zi-Hang Xu Li Ma Na Ma Diao-Mei Guo Lian-Sheng Ma 《World Journal of Gastroenterology》 SCIE CAS 2024年第1期9-16,共8页
In 2023,Baishideng Publishing Group(Baishideng)routinely published 47 openaccess journals,including 46 English-language journals and 1 Chinese-language journal.Our successes were accomplished through the collective de... In 2023,Baishideng Publishing Group(Baishideng)routinely published 47 openaccess journals,including 46 English-language journals and 1 Chinese-language journal.Our successes were accomplished through the collective dedicated efforts of Baishideng staffs,Editorial Board Members,and Peer Reviewers.Among these 47 Baishideng journals,7 are included in the Science Citation Index Expanded(SCIE)and 6 in the Emerging Sources Citation Index(ESCI).With the support of Baishideng authors,company staffs,Editorial Board Members,and Peer Reviewers,the publication work of 2023 is about to be successfully completed.This editorial summarizes the 2023 activities and accomplishments of the 13 SCIEand ESCI-indexed Baishideng journals,outlines the Baishideng publishing policy changes and additions made this year,and highlights the unique advantages of Baishideng journals. 展开更多
关键词 Baishideng Publishing Group Journal Impact Factor Open access Policy changes Policy additions Unique advantages Anxiety disorders Colorectal cancer Inflammatory bowel disease Hepatocellular carcinoma Gut microbes Atrial fibrillation
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An Assessment of English Instruction for Elementary-Level Students in Jeddah Governorate, as Perceived by English Supervisors and Educators
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作者 Issa AlQurashi 《Sino-US English Teaching》 2024年第2期55-72,共18页
This study investigated the perceptions of English educators and supervisors in Jeddah Governorate regarding the process of teaching English to elementary students.A survey was conducted using a sample size of 94 educ... This study investigated the perceptions of English educators and supervisors in Jeddah Governorate regarding the process of teaching English to elementary students.A survey was conducted using a sample size of 94 educators and 10 supervisors.The data indicate that respondents considered English instruction at the elementary level essential for expanding kids’perspectives,improving academic performance,and promoting international involvement.The main advantages cited are the development of English language skills and the promotion of early education.Although not as easily noticeable,the disadvantages include potential negative impacts on an individual’s proficiency in Arabic and their sense of national identification.The highlighted challenges encompass insufficient teacher training,student reluctance towards English,limited resources,and school disparities.The proposed techniques focused on prioritizing English instructors’training,ensuring the use of appropriate content,utilizing technology,and promoting awareness of students and educators.The current research found different obstacles in teaching English at elementary stages.To overcome these obstacles,it will be essential to enhance teacher competencies,develop efficient teaching methods,get the backing of stakeholders,assign adequate resources,and carry out continuous evaluations.Further research can also contribute to a better understanding of how early English learning impacts on Arabic identity and proficiency. 展开更多
关键词 English language instruction elementary education teacher perceptions Saudi Arabia DIFFICULTIES advantages Arabic language national identity
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Research and Application of Artificial Intelligence in Electric Guitar Performance
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作者 Tianchang Li 《Journal of Electronic Research and Application》 2024年第1期46-50,共5页
The article explores the application of artificial intelligence technology in electric guitar playing.It delves into the advantages of artificial intelligence and its seamless integration into electric guitar performa... The article explores the application of artificial intelligence technology in electric guitar playing.It delves into the advantages of artificial intelligence and its seamless integration into electric guitar performance.Additionally,it investigates the application of artificial intelligence technology through an intelligent playing robot.The research aims to offer substantial support for the advancement of artificial intelligence in electric guitar performance. 展开更多
关键词 Artificial intelligence technology Electric guitar playing Fusion advantage Guitar-playing robot design
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The Ministry of Land and Resources Supports the Western Region to Intensify Efforts in Prospecting and Developing Advantageous Mineral Resources
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《China Nonferrous Metals Monthly》 2013年第4期7-8,共2页
The Ministry of Land and Resources supports the western region to intensify efforts in prospecting, developing and utilizing advantageous mineral resources including petrol, natural gas, and coal resources, build adva... The Ministry of Land and Resources supports the western region to intensify efforts in prospecting, developing and utilizing advantageous mineral resources including petrol, natural gas, and coal resources, build advantageous mineral economy, speed up the development of nonferrous metals, key building materials, and non metal mineral resources with 展开更多
关键词 nonferrous PROSPECTING utilizing advantageous tung
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MLR will Continue to Control the Total Exploitation Quantity of Advantageous Mineral Resources Including Rare Earth
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《China Nonferrous Metals Monthly》 2011年第12期9-10,共2页
According to Wang Min,Vice Minister of Land and Resources and chief of China Geological Survey,for some time to come the MLR will continue to implement the policy of controlling the total exploitation quantity of adva... According to Wang Min,Vice Minister of Land and Resources and chief of China Geological Survey,for some time to come the MLR will continue to implement the policy of controlling the total exploitation quantity of advantageous mineral resources。 展开更多
关键词 MINISTER CONTINUE advantageous EXPLOITATION tungst
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National Protection Zone for Rapeseed Production and Industrial Cluster of Rape in Hubei Province 被引量:3
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作者 Li GAO Yamin PENG +3 位作者 Leying WU Jin ZENG Yuanpeng SUN Zhiguo SUN 《Asian Agricultural Research》 2023年第9期1-10,共10页
Hubei Province is the main winter rapeseed producing area in China,and has the national advantage and characteristic industrial cluster of rape.The protection zone for the production of important agricultural products... Hubei Province is the main winter rapeseed producing area in China,and has the national advantage and characteristic industrial cluster of rape.The protection zone for the production of important agricultural products of rapeseed in Hubei Province also ranks first as that in Hunan Province.This paper studied the winter rape industry,the important agricultural product production protection zone of rapeseed,the provincial double-low high-quality rape protection zone and the industrial cluster of rape in Jianghan Plain in Hubei Province,and analyzed the main problems existing in the development of rapeseed production protection zone and industrial cluster of rape.Finally,it came up with strategies including promoting national rape varieties,overcoming the problem of rape"agricultural chip",promoting the"rice+rape"rotation model,and strengthening the protection of intellectual property rights of brand marks. 展开更多
关键词 Winter rape RAPESEED Protection zone for the production of important agricultural products National advantageous characteristic industrial cluster Hubei Province
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基于多智能体强化学习的协同目标分配 被引量:1
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作者 马悦 吴琳 许霄 《系统工程与电子技术》 EI CSCD 北大核心 2023年第9期2793-2801,共9页
针对传统方法难以适用于动态不确定环境下的大规模协同目标分配问题,提出一种基于多智能体强化学习的协同目标分配模型及训练方法。通过对相关概念和数学模型的描述,将协同目标分配转化为多智能体协作问题。聚焦于顶层分配策略的学习,... 针对传统方法难以适用于动态不确定环境下的大规模协同目标分配问题,提出一种基于多智能体强化学习的协同目标分配模型及训练方法。通过对相关概念和数学模型的描述,将协同目标分配转化为多智能体协作问题。聚焦于顶层分配策略的学习,构建了策略评分模型和策略推理模型,采用Advantage Actor-Critic算法进行策略优化。仿真实验结果表明,所提方法能够准确刻画作战单元之间的协同演化内因,有效地实现了大规模协同目标分配方案的动态生成。 展开更多
关键词 协同目标分配 多智能体协作 强化学习 神经网络 Advantage Actor-Critic
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基于深度强化学习的类集成测试序列生成方法
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作者 张颖辉 张艳梅 +3 位作者 张志成 姜淑娟 丁艳茹 袁冠 《电子学报》 EI CAS CSCD 北大核心 2023年第2期455-466,共12页
类集成测试序列的生成是面向对象软件测试中的关键步骤,当类的测试序列不同时,相应的测试代价也不相同.在集成测试中生成一个合理的类集成测试序列可以有效降低软件测试的代价.本文将深度强化学习中的Advantage Actor-Critic算法应用于... 类集成测试序列的生成是面向对象软件测试中的关键步骤,当类的测试序列不同时,相应的测试代价也不相同.在集成测试中生成一个合理的类集成测试序列可以有效降低软件测试的代价.本文将深度强化学习中的Advantage Actor-Critic算法应用于解决类集成测试序列生成问题.首先,利用类间各种依赖关系构建与智能体交互的环境模型;然后,记录智能体从初始状态到终止状态的路径,即每次选择的动作对应每次选择集成到序列的类编号;最后,得出最终的类集成测试序列.实验结果表明,本文方法所得到的类集成测试序列花费的总体测试桩复杂度,在选取的7个项目中有5个表现最佳,在剩余2个项目中表现中等. 展开更多
关键词 集成测试 测试序列 深度强化学习 advantage actor-critic 测试桩复杂度
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基于优势行动-评论的雷达自主干扰决策方法
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作者 梁猛 王卫 +2 位作者 余波 陈飞 曹育维 《航天电子对抗》 2023年第5期17-21,共5页
随着认知电子战技术的不断发展,传统雷达干扰决策方法效率低、准确性差等缺点日益凸显。为解决该问题,提出了一种基于优势行动-评论(A2C)的雷达自主干扰决策方法。该方法以A2C强化学习算法为基础构建干扰决策智能体,智能体通过观察环境... 随着认知电子战技术的不断发展,传统雷达干扰决策方法效率低、准确性差等缺点日益凸显。为解决该问题,提出了一种基于优势行动-评论(A2C)的雷达自主干扰决策方法。该方法以A2C强化学习算法为基础构建干扰决策智能体,智能体通过观察环境状态并不断与敌方雷达进行交互以学习自身的干扰策略,最终实时给出有效的干扰决策。最后通过仿真实验对比分析了Deep Q Network(DQN)算法和A2C算法在实时性和准确率等方面的优劣。仿真结果表明,A2C算法具有在未知环境下的干扰策略快速学习和决策的能力,可有效支撑认知电子战背景下的干扰策略选择。 展开更多
关键词 认知电子战 干扰决策 深度强化学习 Advantage Actor-Critic算法
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Comparative Advantage and Latecomer Advantage
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作者 Fan Gang 《China Economist》 2023年第5期2-13,共12页
To achieve development,developing countries must capitalize on their relative advantages,including comparative advantage and latecomer advantages.A country must develop an industrial structure that is consistent with ... To achieve development,developing countries must capitalize on their relative advantages,including comparative advantage and latecomer advantages.A country must develop an industrial structure that is consistent with the comparative advantage of its factor structure in order to avoid the trap of“structural catch-up”that stifles development.The issue for developing countries is that their comparative advantage in core factors of production is unstable and tends to decrease and dissipate.Such a comparative advantage cannot provide adequate growth for convergence to occur.Developed countries,on the other hand,can sustain economic growth due to their comparative advantage in high-quality factors.Latecomer advantage refers to the ability of developing countries to increase their knowledge factor in a cost-effective manner by learning,importing,assimilating,and using knowledge and technology that already exist.Although comparative and latecomer advantages may have a combined effect,each has its distinct characteristics.Latecomer advantage is a special development factor that applies to latecomers.It is crucial at all stages of development,but especially so in the middle-income stage and beyond.Bringing latecomer advantage into full play is essential for developing nations to converge with the advanced countries. 展开更多
关键词 Economic development comparative advantage latecomer advantage CONVERGENCE knowledge spillover
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Classification and Spatial Pattern of Township Development in Liaoning Province, China
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作者 LIU Xiaohui ZHENG Xingming +1 位作者 LIU Wenxin CHEN Xinyu 《Chinese Geographical Science》 SCIE CSCD 2023年第4期708-718,共11页
The classification of township development types is an urgent problem that requires solution to enable the township to choose an appropriate development path.Using a township development classification method,we deter... The classification of township development types is an urgent problem that requires solution to enable the township to choose an appropriate development path.Using a township development classification method,we determine the township development types and their spatial patterns in Liaoning Province,China.The results showed that the patterns of township development types based on their general advantages had significant spatial differentiations.The planting,and livestock and poultry breeding township development types based on general advantages were mainly distributed across the central plain of Liaoning Province,China,and also concentrated in Dandong City−Dalian City along Yellow Sea coast,and in the northwest of Chaoyang City.The business and tourism,industry and mining,and residence township development types based on general advantages were distributed mainly along the Shenyang–Dalian Economic Belt in the central and southern Liaoning Province.The ecology township development type based on general advantages was mainly distributed in the eastern and western Liaoning Province to maintain regional ecological security.Township development types based on non-advantages were sporadically distributed in the middle and western Liaoning Province.Based on the classification and spatial patterns,the differences between the distribution of twonship development types and the plan for the major functional areas of Liaoning Province were proposed which could provide the basis for the optimization of the major functional areas. 展开更多
关键词 general advantage township development type spatial pattern Liaoning Province China
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Joint Flexible Duplexing and Power Allocation with Deep Reinforcement Learning in Cell-Free Massive MIMO System
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作者 Danhao Deng Chaowei Wang +2 位作者 Zhi Zhang Lihua Li Weidong Wang 《China Communications》 SCIE CSCD 2023年第4期73-85,共13页
Network-assisted full duplex(NAFD)cellfree(CF)massive MIMO has drawn increasing attention in 6G evolvement.In this paper,we build an NAFD CF system in which the users and access points(APs)can flexibly select their du... Network-assisted full duplex(NAFD)cellfree(CF)massive MIMO has drawn increasing attention in 6G evolvement.In this paper,we build an NAFD CF system in which the users and access points(APs)can flexibly select their duplex modes to increase the link spectral efficiency.Then we formulate a joint flexible duplexing and power allocation problem to balance the user fairness and system spectral efficiency.We further transform the problem into a probability optimization to accommodate the shortterm communications.In contrast with the instant performance optimization,the probability optimization belongs to a sequential decision making problem,and thus we reformulate it as a Markov Decision Process(MDP).We utilizes deep reinforcement learning(DRL)algorithm to search the solution from a large state-action space,and propose an asynchronous advantage actor-critic(A3C)-based scheme to reduce the chance of converging to the suboptimal policy.Simulation results demonstrate that the A3C-based scheme is superior to the baseline schemes in term of the complexity,accumulated log spectral efficiency,and stability. 展开更多
关键词 cell-free massive MIMO flexible duplexing sum fair spectral efficiency deep reinforcement learning asynchronous advantage actor-critic
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Comparative advantages of chemical compositions of specific edible vegetable oils
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作者 Li Xue Ruinan Yang +4 位作者 Xuefang Wang Fei Ma Li Yu Liangxiao Zhang Peiwu Li 《Oil Crop Science》 CSCD 2023年第1期1-6,共6页
As important supplementary to major edible oils, comparative chemical advantages of minor edible oils decidetheir development and usage. In this study, chemical composition of 13 kinds of specific edible vegetable oil... As important supplementary to major edible oils, comparative chemical advantages of minor edible oils decidetheir development and usage. In this study, chemical composition of 13 kinds of specific edible vegetable oilswere investigated. The comparative advantages of chemical compositions of these edible oils were obtained asfollows: (1) camellia, tiger nut and almond oil were rich in oleic acid, the contents of which accounted for79.43%, 69.16% and 66.26%, respectively;(2) safflower oil contained the highest content of linoleic acid(76.69%), followed by grape seed (66.85%) and walnut oil (57.30%);(3) perilla seed, siritch, peony seed andherbaceous peony seed oil were rich in α-linolenic acid (59.61%, 43.74%, 40.83% and 30.84%, respectively);(4)the total phytosterol contents of these oils ranged from 91.46 mg/100 g (camellia oil) to 506.46 mg/100 g (siritchoil);and (5) The best source of tocopherols was sacha inchi oil (122.74 mg/100 g), followed by perilla seed oil(55.89 mg/100 g), peony seed oil (53.73 mg/100 g) and herbaceous peony seed oil (47.17 mg/100 g). Thecomparative advantages of these specific edible oils indicated that they possess the high potential nutritionalvalues and health care functions. 展开更多
关键词 Comparative advantages Fatty acid composition Phytosterols Tocopherols Specific vegetable oils Chemical composition
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A review on cocrystal of active ingredients in traditional Chinese medicine
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作者 Xiao-Qin Ma Ye Peng +1 位作者 Jian Cui Tong-Xiang Liu 《Traditional Medicine Research》 2023年第4期1-13,共13页
In the development of new drugs products,especially the development of traditional Chinese medicine active ingredients,solubility and oral bioavailability are the main factors which are restricting the development of ... In the development of new drugs products,especially the development of traditional Chinese medicine active ingredients,solubility and oral bioavailability are the main factors which are restricting the development of new drugs,whereas the physicochemical properties of active ingredients are the key element to affecting these factors.Pharmaceutical cocrystal provides an excellent opportunity to develop new drugs with excellent physical and chemical properties such as melting point,solubility,stability and bioavailability while retaining the pharmacological properties of individuals active pharmaceutical ingredients among pharmaceutical cocrystal compounds.Traditional Chinese herbal medicine has the characteristics of multiple pathways and multiple targets,mainly because it contains many active ingredients,like cocrystals thereof with many components.The active ingredients extracted from traditional Chinese herbal medicine have a wide range of pharmacological activities,but most of the active ingredients affect the development of traditional Chinese medicine active ingredients due to their physical and chemical properties such as solubility.Traditional Chinese medicine pharmaceutical cocrystals can not only improve the physical and chemical properties of drugs without changing the internal structure of drugs,so as to provide a new scheme for the development of traditional Chinese medicine active ingredients.This paper reviews the research progress of active ingredients of traditional Chinese medicine pharmaceutical cocrystal.The preparation methods of cocrystals are summarized and the advantages of cocrystals are illustrated with examples. 展开更多
关键词 pharmaceutical cocrystal active ingredients of traditional Chinese medicine cocrystal production advantages of cocrystal
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Comparative Analysis of Rice Export Competitiveness in Heilongjiang Province of China Based on Index Method
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作者 Min LU Yafei GUO 《Asian Agricultural Research》 2023年第6期14-20,共7页
Based on the analysis of rice planting and export development in Heilongjiang Province in 2013-2021,this paper comprehensively used three export competitiveness analysis methods,namely,trade competitiveness index,reve... Based on the analysis of rice planting and export development in Heilongjiang Province in 2013-2021,this paper comprehensively used three export competitiveness analysis methods,namely,trade competitiveness index,revealed comparative advantage(RCA)analysis and international market share analysis,to compare the four major rice exporters in the world and the three major rice export provinces and cities in China.Besides,it evaluated the rice export competitiveness of Heilongjiang Province from multiple perspectives.It analyzed the reasons for low competitiveness in terms of export product structure,export market structure,production and processing technology,and brand building.Finally,it is recommended to clarify the positioning of rice export quality and take more measures to ensure product quality;improve the level of industrialization of rice production and processing,and extend the rice industry chain;develop diversified rice export markets and improve export flexibility;adhere to the principle of"opening the door and going out",expand the international popularity of high-quality brands,so as to enhance the rice export competitiveness of Heilongjiang Province. 展开更多
关键词 RICE Export competitiveness Trade competitiveness index Revealed comparative advantage(RCA)analysis International market share analysis
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Platform Strategies of the Chinese Commercial Drone Manufacturer:A Theoretical and Empirical Study of Ecosystem Development
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作者 Jin Chen 《International Relations and Diplomacy》 2023年第4期145-160,共16页
From the perspective of the business ecosystem,this paper analyzes the competitive advantage and platform strategy of Da-Jiang Innovations Science and Technology Co.,Ltd.(DJI),a Chinese commercial drone manufacturer t... From the perspective of the business ecosystem,this paper analyzes the competitive advantage and platform strategy of Da-Jiang Innovations Science and Technology Co.,Ltd.(DJI),a Chinese commercial drone manufacturer that is currently leading the global commercial drone industry.DJI was established in 2006 and developed the industry’s first core components such as drone control system.DJI released its“Phantom”in the United States in 2013 and occupied the global commercial drone market accounting for 70%in a short period of time.Its market share has maintained its superiority till present.During the inflection transition from the formation of a new ecosystem to expansion,DJI has defended and strengthened its core technology through a strong containment strategic action of competing with GoPro;therefore,DJI has obtained its hub position of multiple markets with bargaining power.In addition,DJI has entered the surrounding markets of corporate market from the general consumer market,and instilled its own product standards&design standards(reference design).Furthermore,it has stimulated and revitalized coexisting companies,individual&corporate customers for expanding the ecosystem of drone industry. 展开更多
关键词 business ecosystem commercial drone DJI competitive advantage platform strategy
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The Role of Artificial Intelligence in the Medical Field
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作者 Shridula Kapa 《Journal of Computer and Communications》 2023年第11期1-16,共16页
The Artificial Intelligence in the medical field has revolutionized the industry. Recently, A. I. has interested medical practitioners in applying innovation to healthcare systems. A. I. has еmеrgеd as a transforma... The Artificial Intelligence in the medical field has revolutionized the industry. Recently, A. I. has interested medical practitioners in applying innovation to healthcare systems. A. I. has еmеrgеd as a transformative forcе, revolutionizing the industry by leveraging advanced algorithms and computing powеr to еnhancе various aspects of hеalthcarе dеlivеry. The background highlights that artificial intelligence as innovation promises to transform how medical staffs manage patients and treat and diagnose patients. This comprehensive literature review to identify the relevant sources of information on A. I implementation in healthcare, focusing on the advantages and disadvantages. The obtained results from the materials provided valuable insights into the various means A. I. is used in the medical industry and its effects on patient care and recovery. The findings indicated that;A. I. streamlines Tedious Tasks since it is accurate and gives speedy services enabling early detection of illnesses and leading to positive patient outcomes. A. I. provides Real-Time Data which is essential in addressing patients’ conditions with clear objectives;the use of A. I. improves helps to reduce Burnout in medical practitioners. The use of A. I. helps provide Precision Medicine since it can obtain and analyze large amounts of information. The future directions encompass the implementation of the legal framework, enhancing transparency and accountability, and addressing challenges related to data standardization. 展开更多
关键词 Artificial Intelligence Medical Field Role of A. I. in Healthcare Advantages of A. I. Disadvantages of A. I. in Medical Field
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