Deep neural networks(DNNs)are effective in solving both forward and inverse problems for nonlinear partial differential equations(PDEs).However,conventional DNNs are not effective in handling problems such as delay di...Deep neural networks(DNNs)are effective in solving both forward and inverse problems for nonlinear partial differential equations(PDEs).However,conventional DNNs are not effective in handling problems such as delay differential equations(DDEs)and delay integrodifferential equations(DIDEs)with constant delays,primarily due to their low regularity at delayinduced breaking points.In this paper,a DNN method that combines multi-task learning(MTL)which is proposed to solve both the forward and inverse problems of DIDEs.The core idea of this approach is to divide the original equation into multiple tasks based on the delay,using auxiliary outputs to represent the integral terms,followed by the use of MTL to seamlessly incorporate the properties at the breaking points into the loss function.Furthermore,given the increased training dificulty associated with multiple tasks and outputs,we employ a sequential training scheme to reduce training complexity and provide reference solutions for subsequent tasks.This approach significantly enhances the approximation accuracy of solving DIDEs with DNNs,as demonstrated by comparisons with traditional DNN methods.We validate the effectiveness of this method through several numerical experiments,test various parameter sharing structures in MTL and compare the testing results of these structures.Finally,this method is implemented to solve the inverse problem of nonlinear DIDE and the results show that the unknown parameters of DIDE can be discovered with sparse or noisy data.展开更多
This paper considers the role of service customers in those service encounters where the customer participates in the service production and delivery process, and the customer factors, motivations and incentive mechan...This paper considers the role of service customers in those service encounters where the customer participates in the service production and delivery process, and the customer factors, motivations and incentive mechanism to participate in service delivery are analyzed. This study explores the relationship between service quality and service customer participation in the service encounter and the effect of customer participation on service providers＇ job stress. Finally, the management implications about customer participation in the service encounter from the findings are discussed.展开更多
Service modeling offers fundamental guidance to the construction and operation of mobile telecommunication networks. As the domestic LTE networks have been deployed massively, the refined LTE services model needs to b...Service modeling offers fundamental guidance to the construction and operation of mobile telecommunication networks. As the domestic LTE networks have been deployed massively, the refined LTE services model needs to be established urgently. In this paper, we firstly extract characteristic parameters of services from statistical data in 3G networks, especially in time, space and user dimension. Secondly, the development trends of LTE services are analyzed. And the refined LTE service model is established. Finally, prediction results of LTE service development in China is given, which could provide effi cient support for networks' optimization and evolution.展开更多
Buiding data-driven models using machine learning methods has gradually become a common approach for studying reservoir parameters.Among these methods,deep learning methods are highly effective.From the perspective of...Buiding data-driven models using machine learning methods has gradually become a common approach for studying reservoir parameters.Among these methods,deep learning methods are highly effective.From the perspective of multi-task learning,this paper uses six types of logging data—acoustic logging(AC),gamma ray(GR),compensated neutron porosity(CNL),density(DEN),deep and shallow lateral resistivity(LLD)and shallow lateral resistivity(LLS)—that are inputs and three reservoir parameters that are outputs to build a porosity saturation permeability network(PSP-Net)that can predict porosity,saturation,and permeability values simultaneously.These logging data are obtained from 108 training wells in a medium₋low permeability oilfield block in the western district of China.PSP-Net method adopts a serial structure to realize transfer learning of reservoir-parameter characteristics.Compared with other existing methods at the stage of academic exploration to simulating industrial applications,the proposed method overcomes the disadvantages inherent in single-task learning reservoir-parameter prediction models,including easily overfitting and heavy model-training workload.Additionally,the proposed method demonstrates good anti-overfitting and generalization capabilities,integrating professional knowledge and experience.In 37 test wells,compared with the existing method,the proposed method exhibited an average error reduction of 10.44%,27.79%,and 28.83%from porosity,saturation,permeability calculation.The prediction and actual permeabilities are within one order of magnitude.The training on PSP-Net are simpler and more convenient than other single-task learning methods discussed in this paper.Furthermore,the findings of this paper can help in the re-examination of old oilfield wells and the completion of logging data.展开更多
Purpose： The purpose of the study was to ascertain the relationship between efficient medical services and Nigerian undergraduates＇ participation in sports. Methods and Materials： A randomly sampled population of 2...Purpose： The purpose of the study was to ascertain the relationship between efficient medical services and Nigerian undergraduates＇ participation in sports. Methods and Materials： A randomly sampled population of 280 students and 12 managerial staff of sport and medical units participated in the descriptive study. Responses to a validated questionnaire provided the source of data. A test-retest reliability coefficient （r） = 0.80. Data were analyzed with simple percentages and Chi-square at 〈 0.05 alpha level. Results： All the respondents in medical centre and sport unit oriented the students on the available medical services and facilities on campus： availability of first aid services, treatment services for complicated injuries （inpatient）, referral services for specialized care, financial support during hospitalization. Complementary results from the students showed that the majority of the respondents （50%） strongly agreed that medical centre was available in the Campus, and 36% strongly affirmed to availability of first aid services. Thirty four percent of the respondents strongly agreed to the availability of treatment services, while 40% of the respondent agreed to the availability of free medical services. The study revealed that there was a significant relationship between efficient medical services and students＇ participation in sports. Conclusion： All medical services were available but students perceive the services as inefficient which implies poor or non utilization.展开更多
The helicity amplitudes for the processes of e^＋e^- →J/ψ→γηc→γYY（Y： hyperon） are presented, together with the joint angular distributions for ηc decays into ∧∧,∑^0 ∑^0, and [1]-[1]＋. The sensitivities...The helicity amplitudes for the processes of e^＋e^- →J/ψ→γηc→γYY（Y： hyperon） are presented, together with the joint angular distributions for ηc decays into ∧∧,∑^0 ∑^0, and [1]-[1]＋. The sensitivities to measure the hyperon decay parameters in these decays are evaluated based on the helicity amplitudes. The prospects to test the Bell inequality in experiment using the decay of ηc→∧∧ are discussed.展开更多
This research aimed to study on the people and the local government. The samples were 395 respondents over 18 years old, selected locally of Mahasarakham Municipality, Thailand. The research found that the level of kn...This research aimed to study on the people and the local government. The samples were 395 respondents over 18 years old, selected locally of Mahasarakham Municipality, Thailand. The research found that the level of knowledge, understanding, and attitudes toward civic rights and duties of administrative affairs was at a high level but participation in the local administration was rated at a low level. The relationship between knowledge, understanding, and attitudes toward civic rights and duties of administrative affairs of the community was positive correlated. The relationship between knowledge and understanding toward civic rights and duties and participation in the community administration and the relationship between attitudes toward civic rights and duties in administrative affairs and participation in the local government administration were not correlated. Some recommendations were the local government organizations should promote and provide more information to build the right understandings and improve good attitudes toward civic rights and duties in administrative affairs. Local administrators and local leaders should play an important role to advocate and encourage public opinions toward a political ideology to ensure the public mind and make the vision ＂people-centered＂. Most importantly, the State shall pursue directive principles of State policies in relation to public participation.展开更多
This paper uses the hardware with ZigBee standard and communication protocol, it consists of wireless sensor network in the greenhouse that can timely sample temperature, humidity, collection of environmental paramete...This paper uses the hardware with ZigBee standard and communication protocol, it consists of wireless sensor network in the greenhouse that can timely sample temperature, humidity, collection of environmental parameters. At the same time, this design uses the GPRS module, the data will be collected through the Internet and send to the PC server, and can receive control instructions from the host computer, through the adjustment of agricultural facilities valve to reverse control environment parameters.展开更多
Community radio can be considered as an appropriate media of developing the knowledge and attitudes of listeners by clearly identifying their ideas. Community radio services aid to motivate the community participation...Community radio can be considered as an appropriate media of developing the knowledge and attitudes of listeners by clearly identifying their ideas. Community radio services aid to motivate the community participation in communication successfully, as well as to strength the cultural rights of community. It is a current necessity to use community radio services in the process of obtaining successful results through the currently activated developing projects in Sri Lanka. Many countries in the world use this system to succeed their development projects. In this background, there is a necessity to explore the developmental competencies of community radio in Sri Lanka. Community interests for restarting the community radio in Kothmale, Mahaelluppallama and Giradurukotte were identified by the field research. This research proposes a noval format to restarting and continuous implementation of community radio in Sri Lanka, with the factors revealed in the survey. This project is activated under several steps as a collaborative project of Sri Lanka Broadcasting Corporation （SLBC）, the Department of Mass Communication, University of Kelaniya and the community. Proposed community radio will be controlled by a co-administrative system of University of Kelaniya and community. Technical support and frequency will be taken from Sri Lanka Broadcasting Corperation. The content of programs for community radio will be selected by University of Kelaniya and the community. Financial support will be given by the University of Kalaniya for a period of one year. After that, community radio should get the responsibility for its sustainability. Funds will be obtained through various departmental projects, public services, state and non-governmental organization. Those organizations don＇t have a media to implement programs which focuses on rural development. This new radio format could be used for that purpose. This model named as Campus Community Radio （CCR）. It is important to discuss the restarting of community radio services in Sri Lanka, based on the facts such as the incapability of supplying the necessities of listeners in a background of hypermedia. In addition, failure of identifying the developmental expectations of listeners for the radio services in a national level and the usage of community radio services by many countries in the world such as Philippines and India for the success of their rural projects.展开更多
Return periods calculated for different environmental conditions are key parameters for ocean platform design.Many codes for offshore structure design give no consideration about the correlativity among multi-loads an...Return periods calculated for different environmental conditions are key parameters for ocean platform design.Many codes for offshore structure design give no consideration about the correlativity among multi-loads and over-estimate design values.This frequently leads to not only higher investment but also distortion of structural reliability analysis.The definition of design return period in existing codes and industry criteria in China are summarized.Then joint return periods of different ocean environmental parameters are determined from the view of service term and danger risk.Based on a bivariate equivalent maximum entropy distribution,joint design parameters are estimated for the concomitant wave height and wind speed at a site in the Bohai Sea.The calculated results show that even if the return period of each environmental factor,such as wave height or wind speed,is small,their combinations can lead to larger joint return periods.Proper design criteria for joint return period associated with concomitant environmental conditions will reduce structural size and lead to lower investment of ocean platforms for the exploitation of marginal oil field.展开更多
Technology-assisted, multi-party involved, non-face-to-face communication will become more prevail than interpersonal communication, and will play more important role in intercultural communication. Conflicts, complai...Technology-assisted, multi-party involved, non-face-to-face communication will become more prevail than interpersonal communication, and will play more important role in intercultural communication. Conflicts, complaints rise, how to balance all different positioned parties, how to advance the case will be of referential value to the cases coming later. AC at the center of multi-lateral communication acted timely and appropriately to have managed the complaints and facilitated communication. As an international traveling assistance and insurance company, Assist Card provides medical assistance from its direct and indirect medical service providers around the world to its cardholders. The role AC plays in connecting its cardholders and both its direct and indirect medical service providers is crucial and dominating. This is a case study of how did AC especially AC China act to facilitate the dialogue between Maria, the patient and Hengyang HP, the problem of AC intragroup communication, how did the in-group intimacy help AC trust hospital, defend for it, while believe it was Maria who should be more intercultural sensitive. Participant observation is another research method. Dialectical approach was used to analyze intercultural sensitivity responsibility.展开更多
文摘Deep neural networks(DNNs)are effective in solving both forward and inverse problems for nonlinear partial differential equations(PDEs).However,conventional DNNs are not effective in handling problems such as delay differential equations(DDEs)and delay integrodifferential equations(DIDEs)with constant delays,primarily due to their low regularity at delayinduced breaking points.In this paper,a DNN method that combines multi-task learning(MTL)which is proposed to solve both the forward and inverse problems of DIDEs.The core idea of this approach is to divide the original equation into multiple tasks based on the delay,using auxiliary outputs to represent the integral terms,followed by the use of MTL to seamlessly incorporate the properties at the breaking points into the loss function.Furthermore,given the increased training dificulty associated with multiple tasks and outputs,we employ a sequential training scheme to reduce training complexity and provide reference solutions for subsequent tasks.This approach significantly enhances the approximation accuracy of solving DIDEs with DNNs,as demonstrated by comparisons with traditional DNN methods.We validate the effectiveness of this method through several numerical experiments,test various parameter sharing structures in MTL and compare the testing results of these structures.Finally,this method is implemented to solve the inverse problem of nonlinear DIDE and the results show that the unknown parameters of DIDE can be discovered with sparse or noisy data.
基金This paper is supported by National Natural Science Foundation of China （No. 73002001）.
文摘This paper considers the role of service customers in those service encounters where the customer participates in the service production and delivery process, and the customer factors, motivations and incentive mechanism to participate in service delivery are analyzed. This study explores the relationship between service quality and service customer participation in the service encounter and the effect of customer participation on service providers＇ job stress. Finally, the management implications about customer participation in the service encounter from the findings are discussed.
文摘Service modeling offers fundamental guidance to the construction and operation of mobile telecommunication networks. As the domestic LTE networks have been deployed massively, the refined LTE services model needs to be established urgently. In this paper, we firstly extract characteristic parameters of services from statistical data in 3G networks, especially in time, space and user dimension. Secondly, the development trends of LTE services are analyzed. And the refined LTE service model is established. Finally, prediction results of LTE service development in China is given, which could provide effi cient support for networks' optimization and evolution.
文摘Buiding data-driven models using machine learning methods has gradually become a common approach for studying reservoir parameters.Among these methods,deep learning methods are highly effective.From the perspective of multi-task learning,this paper uses six types of logging data—acoustic logging(AC),gamma ray(GR),compensated neutron porosity(CNL),density(DEN),deep and shallow lateral resistivity(LLD)and shallow lateral resistivity(LLS)—that are inputs and three reservoir parameters that are outputs to build a porosity saturation permeability network(PSP-Net)that can predict porosity,saturation,and permeability values simultaneously.These logging data are obtained from 108 training wells in a medium₋low permeability oilfield block in the western district of China.PSP-Net method adopts a serial structure to realize transfer learning of reservoir-parameter characteristics.Compared with other existing methods at the stage of academic exploration to simulating industrial applications,the proposed method overcomes the disadvantages inherent in single-task learning reservoir-parameter prediction models,including easily overfitting and heavy model-training workload.Additionally,the proposed method demonstrates good anti-overfitting and generalization capabilities,integrating professional knowledge and experience.In 37 test wells,compared with the existing method,the proposed method exhibited an average error reduction of 10.44%,27.79%,and 28.83%from porosity,saturation,permeability calculation.The prediction and actual permeabilities are within one order of magnitude.The training on PSP-Net are simpler and more convenient than other single-task learning methods discussed in this paper.Furthermore,the findings of this paper can help in the re-examination of old oilfield wells and the completion of logging data.
文摘Purpose： The purpose of the study was to ascertain the relationship between efficient medical services and Nigerian undergraduates＇ participation in sports. Methods and Materials： A randomly sampled population of 280 students and 12 managerial staff of sport and medical units participated in the descriptive study. Responses to a validated questionnaire provided the source of data. A test-retest reliability coefficient （r） = 0.80. Data were analyzed with simple percentages and Chi-square at 〈 0.05 alpha level. Results： All the respondents in medical centre and sport unit oriented the students on the available medical services and facilities on campus： availability of first aid services, treatment services for complicated injuries （inpatient）, referral services for specialized care, financial support during hospitalization. Complementary results from the students showed that the majority of the respondents （50%） strongly agreed that medical centre was available in the Campus, and 36% strongly affirmed to availability of first aid services. Thirty four percent of the respondents strongly agreed to the availability of treatment services, while 40% of the respondent agreed to the availability of free medical services. The study revealed that there was a significant relationship between efficient medical services and students＇ participation in sports. Conclusion： All medical services were available but students perceive the services as inefficient which implies poor or non utilization.
基金Supported by the National Natural Science Foundation of ChinaYouth Innovation Project of IHEPthe Innovation Projcct of Guangxi Graduate Eduction under Grant No. 2007106020702M54
文摘The helicity amplitudes for the processes of e^＋e^- →J/ψ→γηc→γYY（Y： hyperon） are presented, together with the joint angular distributions for ηc decays into ∧∧,∑^0 ∑^0, and [1]-[1]＋. The sensitivities to measure the hyperon decay parameters in these decays are evaluated based on the helicity amplitudes. The prospects to test the Bell inequality in experiment using the decay of ηc→∧∧ are discussed.
文摘This research aimed to study on the people and the local government. The samples were 395 respondents over 18 years old, selected locally of Mahasarakham Municipality, Thailand. The research found that the level of knowledge, understanding, and attitudes toward civic rights and duties of administrative affairs was at a high level but participation in the local administration was rated at a low level. The relationship between knowledge, understanding, and attitudes toward civic rights and duties of administrative affairs of the community was positive correlated. The relationship between knowledge and understanding toward civic rights and duties and participation in the community administration and the relationship between attitudes toward civic rights and duties in administrative affairs and participation in the local government administration were not correlated. Some recommendations were the local government organizations should promote and provide more information to build the right understandings and improve good attitudes toward civic rights and duties in administrative affairs. Local administrators and local leaders should play an important role to advocate and encourage public opinions toward a political ideology to ensure the public mind and make the vision ＂people-centered＂. Most importantly, the State shall pursue directive principles of State policies in relation to public participation.
文摘This paper uses the hardware with ZigBee standard and communication protocol, it consists of wireless sensor network in the greenhouse that can timely sample temperature, humidity, collection of environmental parameters. At the same time, this design uses the GPRS module, the data will be collected through the Internet and send to the PC server, and can receive control instructions from the host computer, through the adjustment of agricultural facilities valve to reverse control environment parameters.
文摘Community radio can be considered as an appropriate media of developing the knowledge and attitudes of listeners by clearly identifying their ideas. Community radio services aid to motivate the community participation in communication successfully, as well as to strength the cultural rights of community. It is a current necessity to use community radio services in the process of obtaining successful results through the currently activated developing projects in Sri Lanka. Many countries in the world use this system to succeed their development projects. In this background, there is a necessity to explore the developmental competencies of community radio in Sri Lanka. Community interests for restarting the community radio in Kothmale, Mahaelluppallama and Giradurukotte were identified by the field research. This research proposes a noval format to restarting and continuous implementation of community radio in Sri Lanka, with the factors revealed in the survey. This project is activated under several steps as a collaborative project of Sri Lanka Broadcasting Corporation （SLBC）, the Department of Mass Communication, University of Kelaniya and the community. Proposed community radio will be controlled by a co-administrative system of University of Kelaniya and community. Technical support and frequency will be taken from Sri Lanka Broadcasting Corperation. The content of programs for community radio will be selected by University of Kelaniya and the community. Financial support will be given by the University of Kalaniya for a period of one year. After that, community radio should get the responsibility for its sustainability. Funds will be obtained through various departmental projects, public services, state and non-governmental organization. Those organizations don＇t have a media to implement programs which focuses on rural development. This new radio format could be used for that purpose. This model named as Campus Community Radio （CCR）. It is important to discuss the restarting of community radio services in Sri Lanka, based on the facts such as the incapability of supplying the necessities of listeners in a background of hypermedia. In addition, failure of identifying the developmental expectations of listeners for the radio services in a national level and the usage of community radio services by many countries in the world such as Philippines and India for the success of their rural projects.
基金supported by the National Natural Science Foundation of China (51279186)the National Program on Key Basic Research Project (2011CB013704)
文摘Return periods calculated for different environmental conditions are key parameters for ocean platform design.Many codes for offshore structure design give no consideration about the correlativity among multi-loads and over-estimate design values.This frequently leads to not only higher investment but also distortion of structural reliability analysis.The definition of design return period in existing codes and industry criteria in China are summarized.Then joint return periods of different ocean environmental parameters are determined from the view of service term and danger risk.Based on a bivariate equivalent maximum entropy distribution,joint design parameters are estimated for the concomitant wave height and wind speed at a site in the Bohai Sea.The calculated results show that even if the return period of each environmental factor,such as wave height or wind speed,is small,their combinations can lead to larger joint return periods.Proper design criteria for joint return period associated with concomitant environmental conditions will reduce structural size and lead to lower investment of ocean platforms for the exploitation of marginal oil field.
文摘Technology-assisted, multi-party involved, non-face-to-face communication will become more prevail than interpersonal communication, and will play more important role in intercultural communication. Conflicts, complaints rise, how to balance all different positioned parties, how to advance the case will be of referential value to the cases coming later. AC at the center of multi-lateral communication acted timely and appropriately to have managed the complaints and facilitated communication. As an international traveling assistance and insurance company, Assist Card provides medical assistance from its direct and indirect medical service providers around the world to its cardholders. The role AC plays in connecting its cardholders and both its direct and indirect medical service providers is crucial and dominating. This is a case study of how did AC especially AC China act to facilitate the dialogue between Maria, the patient and Hengyang HP, the problem of AC intragroup communication, how did the in-group intimacy help AC trust hospital, defend for it, while believe it was Maria who should be more intercultural sensitive. Participant observation is another research method. Dialectical approach was used to analyze intercultural sensitivity responsibility.
