Taking 30 provinces(due to the lack of data, the statistical data mentioned here do not include the Tibet Autonomous Region, the Hong Kong Special Administrative Region, the Macao Special Administrative Region and Taiwan Province) in China as samples, the TOE framework and dynamic QCA method was used to study the synergetic effect of artificial intelligence elements on the improvement of new quality productivity. The results show that all six antecedent conditions are non-essential conditions, and the lack of intelligent organizational capabilities is the core obstacle to high new quality productivity. Five configuration paths are identified including ability-driven-financial synergy type, technology-driven-ability synergy type, ability-driven type, ability-driven-government synergy type and organization-led type. According to the consistency analysis results within and between groups, the consistency in some years fluctuates, and there is no obvious time effect or case effect. The explanatory power of the results is relatively strong. Based on this, it is proposed to adopt multi-dimensional comprehensive measures, customize specific strategies for different configuration types, maintain policy continuity and stability, and focus on the core of organizational capabilities, aiming to enhance the development of new quality productivity in China.

The methods, tools, technical frameworks, and application practices for knowledge mining were explored using AIGC (artificial intelligence generated content)in combination with the RAG (search enhanced generation) and stable diffusion models, as well as AI Agents, in order to development and application an AIGC-based intelligent management assistant for libraries, contributing to industrial development and knowledge dissemination.The research focuses on the development process, model principles, and utilization of AIGC technology to expand library knowledge services of the AIGC-based intelligent management assistant for libraries. Furthermore, the demands of industrial development and envisions future service expansion capabilities were integrated.Through the development and practice of this project, an efficient, intelligent, and personalized intelligent management assistant for libraries has been constructed. The innovative application of AIGC technology in library knowledge services was explored, aiming to provide some references for the specialized and scenario-based application of large models in the library and information science field.

The development of new quality productivity is an effective path to promote the high-quality development of industry in the new era. The development of new quality productivity empowers the industrial development of minority non-legacy resources, which plays a key role in realising the strategic goal of cultural power and promoting rural revitalisation in ethnic areas.The two-way coupling between the new quality productivity and the industrial development is analyzed of minority non-heritage resources, and takes the Yao nationality non-heritage industry in Gongcheng County, Guangxi as a typical case study, investigates the existence of the new quality productivity empowered by the Yao non-heritage resources in the industrial development of the development of resources: insufficient linkage of the development of resources, the weak foundation of the regional industry, the lagging behind in the construction of the standard system, and the lack of power of innovation and development of the realities of the dilemma and puts forward the integration of the non-heritage cultural resources. Optimising the environment for industrial development, promoting the construction of standards and fostering the development of new industries are proposed in order to develop new productivity according to local conditions and comprehensively promote the development of ethnic minority non-legacy-related industries into a new stage of high-quality development.

Based on the analysis of the experience of international scientific research funding institutions such as the National Science Foundation of the United States(NSF), Horizon Europe Program of the European Union, German Science Foundation(DFG), Australian Research Council(ARC) and Japan Society for the Promotion of Academia(JSPS), combined with the actual situation of China’s scientific research development, a multi-dimensional evaluation index system for the performance of National Natural Science Foundation of China(NSFC) international cooperation and exchange projects wae constructed, including five aspects: research innovation, depth of international cooperation, talent training, social and economic impact, and data sharing and management. The optimization suggestions are put forward, including establishing feedback mechanism, long-term tracking and evaluation mechanism, and improving the level of cooperation, in order to help enhance China’s competitiveness and influence in global scientific research cooperation.

A comprehensive analysis of air distribution and thermal comfort assessment within large-scale heating, ventilation, and air conditioning(HVAC) systems holds significant value in enhancing indoor thermal comfort levels and reducing energy consumption. In order to improve the use comfort of irregular large space air conditioning and reduce the impact of the installation position of air conditioning indoor unit on the comfort of air conditioning, the construction party carried out software simulation test on the service hall on the second floor of a tourist center in Guangyuan City with the help of computational fluid dynamics (CFD) simulation software Fluent, and deepened the design of the area. In the simulation, it is found that although the comfort level of the service hall meets the standard requirements, there is still a large space for optimization. Therefore, the drawings were further designed according to the simulation results of the CFD software. After the deepening design, the simulation results were improved from local regional level and large area level to local regional level and large area level I. Finally, the actual wind speed and temperature of the service hall are compared with the simulation results. The results show that, except for a small part of the temperature and wind speed affected by the doors and Windows and personnel flow, other areas have less error with the simulation results. With the help of specific examples, the positive feedback idea of the construction party on the comfort control of the air conditioning system is opened, the scientific nature of the construction party in the project construction is improved, which provides some ideas and experience for the construction party to put forward the deepening design.

The increasing number of doctoral graduates year by year has brought new opportunities for the introduction of high-level talents in central provinces of China, and universities are the main units for introducing young PhDs. Taking 23 young PhDs who have joined universities in S province in central China in the past two years as research subjects, data was collected through interviews and the materials were analyzed based on the grounded theory research paradigm. It was found that the influencing factors of young PhDs’ employment choices in universities in central China are mainly divided into four categories: direct attraction factors, professional development factors, individual factors, and organizational factors. The employment choices of young PhDs are influenced by the push and pull effects of individual willingness and university support, as well as the dual effects of maintenance factors and incentive factors, with individual factors having the greatest impact.

In order to study the impact of enterprise cost sharing and government subsidies on the green effort level, pricing and profit of green supply chain members, considering a green supply chain consisting of a manufacturer and a retailer, four models were established: no cost sharing and no government subsidy(NN), cost sharing but no government subsidy(CN), cost sharing and government subsidy manufacturer(CM) and cost sharing and government subsidy retailer(CB). The Stackelberg game was used to solve the problem, and calculation results were analyzed. The research shows that the manufacturer’s profit is positively correlated with the green R&D cost sharing ratio, and the green marketing cost sharing ratio and the government subsidy coefficient increase first and then decrease. The retailer’s profit is negatively correlated with the proportion of green R&D cost sharing and the proportion of green marketing cost sharing, and it increases first and then decreases with the government’s subsidy coefficient. Finally, based on the research conclusions, relevant suggestions are put forward to provide decision-making ideas for green supply chain cost sharing and government subsidy business.

The analysis of the change of rural residential land use and rural permanent resident population is helpful to better understand the relationship between rural people and land. The county area of Guangdong Province was selected as the research unit, based on the annual change data of land use and the third national land survey data, the dynamic coupling and decoupling model were used to analyze the rural residential land and permanent resident population. The results show that the coupling types of the rural resident population and rural settlements in Guangdong province are mainly negative and high level coupling types, and the coupling characteristics are obvious. The negative coupling area is located in the Pearl River Delta and northern Guangdong, and the high level coupling areas are mainly distributed in western Guangdong. The decoupling type is mainly strong negative decoupling and expansionary, which are distributed in northern Guangdong and western Guangdong respectively, which shows that the western Guangdong region has great development potential. The conclusion of the study shows that the change characteristics and coupling of rural residential land and permanent resident population is a direct reflection of the relationship between rural people and land, and the research results can provide reference for the reform of rural land system and the development of rural industry.

The green transformation in existing residential areas is an important basis for building an ecological civilized city and an inevitable requirement for energy conservation and emission reduction in the construction industry.The practical characteristics was summarized of the governance of existing building energy-saving renovation projects in foreign countries from four aspects: economic incentives, laws and regulations, energy-saving publicity and education, and contract energy management. The current situation was expounded of governance practice of China’s existing building energy-saving renovation projects from four aspects: laws, regulations and standards, financial incentive incentives, the EPC(energy performance contracting) model, and the use of energy-saving technologies. At last, the practical difficulties and bottlenecks were analyzed of green renovation projects in existing residential areas and puts forward practical countermeasures, so as to promote the long-term development of green renovation projects in existing residential areas.

Based on China’s provincial panel data from 2012 to 2022, a two-way fixed effects model, spatial Durbin model, and moderation effect model were used to empirically test the impact of innovation factor agglomeration on the high-quality development of the manufacturing industry. The results show that the agglomeration of innovation factors can promote the high-quality development of manufacturing industry, and at the same time, hinder the high-quality development of manufacturing industry in neighboring areas while promoting the high-quality development of local manufacturing industry. The positive regulatory effect of digital transformation on the agglomeration of innovative factors and the promotion of high-quality development in the manufacturing industry was significant in the eastern region, but not significant in the central and western regions. The digital transformation positively regulated the relationship between the agglomeration of innovation factors and the high-quality development of manufacturing industry in the local area, with weak regulatory effects on geographically adjacent regions and strong regulatory effects on economically adjacent regions. The agglomeration of innovative factors in high marketization areas can promote the high-quality development of the manufacturing industry more significantly, compared to low marketization areas. Finally, policy suggestions are put forward, including promoting regional innovation cooperation,strengthen the construction of digital infrastructure, and facilitate the appropriate aggregation of innovation factors.