Empowering knowledge graphs with hybrid retrieval-augmented generation for the intelligent mix scheme of mass concrete by Yuqing Shang, Zhijiang Ke, Peng Lin, Qianhui Ren, Wenshan Zhang, Xiongwu Wang, Xiaotao Li, Fuyuan Gong, Shiqi Wang, Baofa Wang, Zhengkui Xu, Minglun Sun, Shunli Tan

“…To achieve precise multi-objective mix design of dam concrete-targeting strength, durability, and crack resistance-this study proposes a Dam Concrete Mix Proportioning intelligent generation System (DCMPS) based on a Retrieval-Augmented Generation (RAG) framework. …”
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Research progress on physical and chemical properties of coal gasification slag and its preparation of building materials by Xiaowei GU, Xiaowei GE, Shaoqian LIU, Xuecheng DING, Li WANG, Dongwei HUANG, Dawei WANG, Yile MA

“…Nevertheless, the current utilization of CGS is limited by fragmented application routes, unclear reaction mechanisms, and an underdeveloped theoretical framework, which hinder its further promotion and application. …”
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Results of comprehensive studies conducted by the Central Research Institute (VNIIZhT) and construction work of the Ministry of Railways (RZD) to increase the loading gauge of frei... by Yu. M. Lazarenko, D. N. Arshintsev, O. N. Nazarov, Yu. S. Kireeva

“…This identification was made on the basis of the overall classification of all railway infrastructure and access railroads of the former USSR. New regulatory framework for railway rolling stock loading gauges and structure clearance (GOST 9238 – 2013) was developed based on a global survey of actual dimensions of all structures and infrastructure devices of the 1520 (1524) mm gauge railways (area 1520). …”
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The Research Progress in the Design and Development of Photocatalytic Materials by Chen Gaoyou

“…Emerging materials such as perovskite oxides and metal-organic frameworks (MOFs) have significant potential in water oxidation and pollutant degradation. …”
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A novel method for the determination of trace sulfonylurea herbicides by introducing a hybrid stationary phase to common capillary by Jing-Hua Yang, Xiao-Mao Zhou, Yu-Ping Zhang, Jun Chen, Hai-Weng Ma

“…In this paper, a novel polymerized fiber doped with metal–organic frameworks (UIO-66(Zr)-NH 2 ) was developed in a capillary by microwave irradiation. …”
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Fired clay bricks made by incorporating organic additives: A review by LEWO NKONDI Blanca, AZAMA Nilas, BLAYSAT Benoit, de BAYNAST Hélène, MOUTOU PITTI Rostand

“…The innovative methodology developed makes it possible to optimize formulations according to environmental, economic and technical criteria simultaneously, providing a reference framework for the recovery of organic waste available in many countries. …”
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The Assessment of the Effects of Implementing Special Improvement Plan on Rural Housing Development (Case Study: Abrisham Rural District) by Farhad Azizpour, Zohreh Sadeghi

“…Considering the encouragement of urban housing model (within the framework of urbanism) and the lack of attention to the relationship between structure and functions of rural houses, sometimes produced changes resulted in a kind of dichotomy between housing and the basic activities of rural households. …”
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Cellulose-based materials for antimicrobial water treatment: functionalization strategies and applications by Remya Radha, Tala Terro, Abdelhamid Khodja, Mohammad H. Al-Sayah

“…This review provides an in-depth examination of strategies for functionalizing cellulose with antibacterial agents, including nanoparticles, metal-organic frameworks, and cationic groups, to enhance its antimicrobial performance. …”
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Optimization of Composite Sandwich Structures: A Review by Muhammad Ali Sadiq, György Kovács

“…Composite sandwich structures play a significant role in various engineering applications due to their excellent strength-to-weight ratio, durability, fatigue life, acoustic performance, damping characteristics, stealth performance, and energy absorption capabilities. …”
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An analytical examination of the performance assessment of CNN-LSTM architectures for state-of-health evaluation of lithium-ion batteries by Arun Jose, Sonam Shrivastava

“…Precisely determining the State of Health of Lithium-Ion Batteries is essential for maintaining their dependability, security, and durability in diverse applications such as electric vehicles and energy storage systems. …”
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Multilayer packaging recycling: challenges, current practices, and future prospects by Yenni Ciawi, Silvia Gabrina Tonyes, Ni Made Utami Dwipayanti

“… Multilayer packaging, extensively used in the food, beverage, and cosmetics industries, offers excellent protection and durability by combining materials such as paper, plastic, and aluminum. …”
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Unlocking the Potential of MBenes in Li/Na-Ion Batteries by Zixin Li, Yao Hu, Haihui Lan, Huicong Xia

“…By integrating fundamental material science principles with practical engineering considerations, this work seeks to establish actionable frameworks for advancing MBene-based technologies toward next-generation electrochemical storage solutions with enhanced energy density and operational reliability.…”
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Electroacupuncture as adjunctive therapy for insomnia via targeting the GABAergic microbiota-gut-brain axis: a mini review by Xiao Wang, Lijuan Yan, Xiaodong Zhang, Xiang Liu, Xiang Liu, Bin Yang

“…Thirdly, clinical evidence confirms the sustained efficacy of EA to be comparable to that of hypnotics, yet with superior safety and durability. EA redefines therapeutic frameworks by integrating biological and neural interventions that are inaccessible to single-target approaches.…”
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Recycled aggregate in 3D printing concrete technology and the future of it by Parvin Montazeri

“…Moreover, the discussion extends to the implications of regulatory frameworks and public perception, which play critical roles in influencing the widespread adoption of sustainable construction practices.In conclusion, this literature review presents a comprehensive analysis of the current state of research on recycled aggregates in 3DCP technology, highlighting both the challenges and the significant potential for their integration in promoting sustainability within the construction sector. …”
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Concrete crack detection using ridgelet neural network optimized by advanced human evolutionary optimization by Yongqing Lin, Mehdi Ahmadi, Khalid A. Alnowibet, Fawzy A. Bukhari

“…Abstract Concrete frameworks require strong structural integrity to ensure their durability and performance. …”
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Air Connectivity and Airport Infrastructure in Northern Canada by Alexandre G. de Barros, Marcela Coelho Lopes, Iyad Sahnoon

“…The work on that framework has identified better airport facilities as one of the key infrastructure needs in the region. …”
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State-of-the-art review on Automatic Vertical Drilling Tools: Addressing vibrational load challenges in oil and gas operations by Jialin Tian, Ameer Dheyaa

“…By integrating theoretical models, simulation-based methods, and experimental data from real-world oilfield operations, this work offers a critical analysis of current advancements and persistent gaps in vibration analysis. Frameworks for addressing these gaps are proposed, emphasizing the need for advanced computational techniques, including simulation-driven design, smart control algorithms, and innovative material applications. …”
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Achieving sustainability by additive manufacturing: a state-of-the-art review and perspectives by Jinlong Su, Wei Long Ng, Jia An, Wai Yee Yeong, Chee Kai Chua, Swee Leong Sing

“…Future perspectives include the integration of artificial intelligence for in-process control and sustainable material development, along with regulatory and circular economy frameworks critical to sustainable AM deployment. Lastly, emerging research trends in advancing sustainability through AM are reviewed. …”
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Recent Advances in Flexible and Wearable Gas Sensors Harnessing the Potential of 2D Materials by Azmira Jannat, Md Mehdi Masud Talukder, Zhong Li, Jian Zhen Ou

“…The 2D materials, including transition metal dichalcogenides, black phosphorus, MXenes, graphene and its derivatives, and metal–organic frameworks, stand out due to their exceptional electrical, mechanical, and physicochemical properties, such as large surface areas, high carrier mobility, and intrinsic flexibility. …”
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Topology Optimization of Automotive Vibration Test Jig: Natural Frequency Maximization and Weight Reduction by Jun Won Choi, Min Gyu Kim, Jung Jin Kim, Jisun Kim

“…Vibration test jigs are essential components for evaluating the dynamic performance and durability of automotive parts, such as lamps. This study aimed to derive optimal jig configurations that simultaneously maximize natural frequency and minimize structural weight through topology optimization. …”
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