Current State of Logistics Development and Its Role in the China’s Regional Economy by Xiaomei Sun, Amangeldi Zhumadilov, Madina Myrzalieva, Avaz Kazakov, Aigerim Akmatova

“…Logistics becomes a key factor in achieving these goals, ensuring connectivity, economic growth, and efficiency in resource allocation. Furthermore, the paper analyzed the unique challenges and opportunities faced by Kyrgyzstan in the logistics sector. …”
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Microgrid Resilience Enhancement with Sensor Network-Based Monitoring and Risk Assessment Involving Uncertain Data by Tangxiao Yuan, Kossigan Roland Assilevi, Kondo Hloindo Adjallah, Ayité Sénah A. Ajavon, Huifen Wang

“…Subsequently, a decision risk assessment framework is constructed, integrating data quality evaluation and operational risk considerations, to drive strategy optimization through in-depth data analysis. At the application level, this framework is successfully applied to two critical decision-making scenarios: the first is to optimize the power allocation strategy between solar energy and the auxiliary grid, aiming to maximize cost efficiency and minimize power outage losses; the second is to develop low-risk maintenance plans based on the predicted failure probabilities of microgrid components with uncertain information. …”
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Influencing Factors of BIM Application Benefits in Construction Projects Based on SEM by Chi Zhang, Wanqiang Dong, Wei Shen, You Du

“…Practical application demonstrates that this system improves BIM implementation efficiency by 23% and reduces project rework rates by 40%, providing quantifiable implementation pathways for construction enterprises to optimize resource allocation and advance digital transformation. …”
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Hybrid Framework To Exclude Similar and Faulty Test Cases In Regression Testing by Muhammad Asim Siddique, Wan M.N. Wan-Kadir, Johanna Ahmad, Noraini Ibrahim

“…In addition, the presence of redundant and faulty test cases may affect the efficiency of the regression testing process. Therefore, this paper presents a new Hybrid Framework to Exclude Similar & Faulty Test Cases in Regression Testing (ETCPM) that utilizes automated code analysis techniques and historical test execution data to identity and exclude redundant, similar and faulty test cases from the given regression suite. …”
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Research on the Dynamics Model and Jump/Drop Control Strategy of Distributed-Propeller Unmanned Aerial Vehicles by Yansheng Geng, Xinxin Chen, Yinglong He, Xiaoping Xu

“…However, there are also challenges such as aerodynamic interference of multi powered slipstream, distributed-power/wing strong-coupling dynamic modeling, and redundant control allocation of distributed-power control mechanisms. …”
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A Simulation-Driven Business Process Reengineering Framework for Teaching Assignment Optimization in Higher Education—A Case Study of the University of Basilicata by Paolo Renna, Carla Colonnese

“…By integrating process modeling, simulation, and digital tools, the research addresses systemic bottlenecks in resource allocation, transparency, and procedural delays inherent in traditional academic workflows. …”
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Modelling and simulation of the block pouring construction system considering spatial–temporal conflict of construction machinery in arch dams by Zhipeng Liang, Jiayao Peng, Chunju Zhao, Huawei Zhou, Dongfeng Li, Yihong Zhou, Quan Liu, Xiaodong Li, Cheng Zhang, Fang Wang

“…The discrete system theory is employed to develop a simulation framework that systematically incorporates four core components: simulation objectives, construction machinery operational cycles, resource allocation mechanisms, and modeling assumptions. Combined with the typical pouring block in Baihetan arch dam, the construction process is simulated and the visualization system is developed, which achieves the information integration such as the quantification of the spatial–temporal conflict, the analysis of the influence effects, and the visualization of conflict information. …”
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Development and research of the quadrupole mass spectrometry simulation model with the entire ion optics system by Lina Yang, Yuqing Gu, Hao Gong, Zi-long Liu, Xingchuang Xiong, Xiang Fang

“…These components work together to enable qualitative and quantitative analysis. Researchers often adopt single-component simulation models rather than comprehensive ones due to the need for resource allocation and specific research goals. …”
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EEG-based characterization of auditory attention and meditation: an ERP and machine learning approach by Eyad Talal Attar

“…The research findings deliver strong evidence that meditation induces distinct neural modifications detectable through ERP and spectral analysis. The potential for meditation to enhance cortical efficiency alongside emotion self-regulation indicates its viability as a mental health support tool. …”
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Public-Private partnership (PPP) and health service delivery in Malawi: The case of Christian Health Association of Malawi (CHAM) facilities in Mzimba district by Chisomo Salangwa, Reston Munthali, Lusungu Mfune, Vegha Kaunga Nyirenda

“…Purposive and snowball sampling selected 30 interviewees and 20 focus groups. Thematic analysis revealed insights into PPP dynamics, resource allocation, stakeholder interactions, and socio-economic factors in healthcare. …”
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Exploration and Practice of Performance Evaluation System for Large Medical Equipment Based on Internet of Things Technology by Chang SU, Caixian ZHENG, Linling ZHANG, Yunming SHEN, Kai FAN, Tingting DONG, Hangyan ZHAO, Xiaofeng WANG, Dawei QIAO, Kun ZHENG

“…DICOM data acquisition devices are used to achieve functions such as efficiency analysis, benefit analysis, usage evaluation, and decision-making support for medical equipment. …”
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Evaluation of state administration performance in improving access to education in rural areas of Indonesia by Daniel T Todapa

“…Based on the literature review on the role of state administration in improving access to education in rural areas of Indonesia, this article highlights the importance of targeted educational policies, efficient resource allocation, and robust performance evaluation mechanisms. …”
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The Impact of Task Interruptions on the Unsafe Behavior of Coal Mine Tunneling Machine Operators: The Moderating Role of Fatigue by Guangtong Shao, Shuicheng Tian, Fangyuan Tian, Lei Chen, Yifan Zhao

“…A dual-perspective analysis of behavioral performance and event-related potentials (ERPs) was employed. …”
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Optimizing urban transportation network reliability by analyzing road traffic accidents by Isaac Pemberthy, Eduard Gañan-Cardenas

“…Both models yielded efficient solutions using standard optimization solvers with minimal computational time. …”
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Responses of the functional traits of wetland plants to variations in water levels and regimes—A global synthesis by Citian Li, Cong Liu, Changhui Peng, Tong Li, Binggeng Xie, Zelin Liu

“…We performed a meta-analysis of 46 functional traits of wetland plants (2257 effect sizes from 85 studies) to examine their responses to water addition and reduction treatments. …”
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THE ROLE OF ARTIFICIAL INTELLIGENCE IN PERSONALISED MEDICINE: ADVANCEMENTS, CHALLENGES, AND FUTURE PERSPECTIVES by Ioana-Marcela PĂCURARU, Ciprian-Sorin CHIRVASE, Ştefan-Ioan TIRITEU

“…Studies indicate that AI-driven approaches contribute to cost reductions by minimising late-stage treatments and enabling more efficient allocation of medical resources. However, critical challenges such as algorithm transparency, bias mitigation, and patient data security continue to hinder widespread AI adoption in healthcare.…”
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A Blockchain-Based Cross-Domain Authentication Scheme for Unmanned Aerial Vehicle-Assisted Vehicular Networks by Wenming Wang, Shumin Zhang, Guijiang Liu, Yue Zhao

“…Unmanned Aerial Vehicle (UAV)-assisted vehicular networks provide an innovative solution for real-time data transmission and efficient cross-domain communication, significantly enhancing resource allocation efficiency and traffic safety. …”
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Joint Optimization of Multi-Period Empty Container Repositioning and Inventory Control Based on Adaptive Particle Swarm Algorithm by Jiaxin Cai, Ying Huang, Cuijie Diao, Zhihong Jin

“…By adopting the strategy, the selection of repositioning paths and inventory resource allocation are synergistically optimized to balance unit empty container rental costs, inventory costs, and repositioning costs. …”
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Mental Workload Detection and Assessment Through Statistical Features Extraction and Optimization Using GEL-RF Method for EEG Signals Using N-Back Dataset by Waleed Manzoor, Noman Naseer, Imran Fareed Nizami, Syed Hammad Nazeer, Husam A. Neamah

“…This study addresses the critical need to optimize cognitive load and resource allocation by evaluating MW through EEG-based analysis. …”
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Dynamic optimal lane management strategy for multi-lane urban expressway with bi-class connected vehicles by Yanyan Qin, Changqing Liu, Lulu Xie, Honghui Tang

“…Then, taking a three-lane mixed traffic urban expressway as an application, we conduct a numerical analysis of the dynamic optimal lane management strategy, based on comparisons among eight distinct strategies, under varying factors of traffic demands, penetration rates of CAVs and CRVs, and allocation proportions of vehicles upstream assigned to mixed traffic lanes. …”
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