From Underestimated to The Most Respected: The Transformation Steps by Andriyuda Siahaan, Kusuma Ratnawati, Christin Susilowati

“…The study results reveal five main gaps in spare part management, including the lack of clear SOPs, ineffective financial control, inconsistency in spare part naming, weaknesses in inventory control, and manual request processes. …”
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A system for generating chatbots to support learning in the field of exact sciences using generative artificial intelligence models by Oleksandr Prokhorov, Dmytro Shymko, Olena Kuzminska, Andrey Chukhray, Oleksii Shatalov, Oleksandr Kholodniak

“…This study examines the task of increasing the degree of automation in creating AI-powered chatbots and their integration into the learning process for exact sciences, particularly mathematics, for school students in online educational settings. …”
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Power inspection UAV task assignment matrix reversal genetic algorithm by Kai Liu, Meizhao Liu, Ming Tang, Chen Zhang

“…Traditional manual power inspections are characterized by low efficiency, lengthy processes, and high costs. Existing research on UAV-based power inspections has often overlooked critical factors such as the risk levels of target tasks, the duration of tasks executed by UAVs, and the utility per unit task. …”
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Sustainable metal recovery from spent lithium-ion battery using electrochemical technique: A comprehensive method review by Sayali Apte, Aparna Mukherjee, Preeti Mishra

“…However, challenges like process complexity due to multi-element systems, employment of strongly corrosive solvents, membrane fouling, and scalability are also witnessed. …”
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Application-Wise Review of Machine Learning-Based Predictive Maintenance: Trends, Challenges, and Future Directions by Christos Tsallis, Panagiotis Papageorgas, Dimitrios Piromalis, Radu Adrian Munteanu

“…Emerging paradigms such as hybrid modeling, digital twins, and physics-informed learning show promise but face issues like computational cost, interpretability, and limited scalability. …”
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Electric Vehicle Battery Technologies and Capacity Prediction: A Comprehensive Literature Review of Trends and Influencing Factors by Vo Tri Duc Sang, Quang Huy Duong, Li Zhou, Carlos F. A. Arranz

“…DTM revealed pivotal findings: advancements in lithium-ion and solid-state batteries for higher energy density, improvements in recycling technologies to reduce environmental impact, and the efficacy of machine learning-based models for real-time capacity prediction. Gaps persist in scaling sustainable recycling methods, developing cost-effective manufacturing processes, and creating standards for life cycle impact assessment. …”
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Nanozymes with phosphatase-like activity by Yu Cao, Yu Cao, Yu Cao, Shudong Zhu, Shudong Zhu, Shudong Zhu

“…By analyzing the key challenges and research gaps currently facing the field, we aim to provide new ideas for its continued development and accelerate its practical translation in precision medicine.…”
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A personalized reinforcement learning recommendation algorithm using bi-clustering techniques. by Muhammad Waqar, Mubbashir Ayub

“…The proposed work utilizes biclustering technique to create an efficient environment for RL agents, thus, reducing computation cost and enabling the generation of dynamic recommendations. …”
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Developing a Reclamation Framework to Promote Circularity in Demolition Projects by Mariah Saad, Rajeev Ruparathna, Nihar Biswas, Edwin Tam

“…The framework first describes a process for conducting a technical audit and uses an assessment tool to suggest a level of deconstruction based on the physical parameters of the building circumstances. …”
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Biochar-based adsorption technologies for microplastic remediation in aquatic ecosystems by Mahmoud M. Selim, Abdelouahed Tounsi, Hassanien Gomaa, Mohamed Shenashen

“…An overview of the origins and processes of MP contamination, possible health effects, and difficulties in identifying them in biological systems is given in this article. …”
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Green innovations in third-party logistics: managerial reasons, external stakeholder influences and contingencies in the natural-business environment by Martin Bálint, João M. Vilas-Boas da Silva, Monika Maria Möhring

“…Results show varied adoption levels with process innovations linked to cost savings, enhanced reputation and long-term energy independence. …”
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Attitudes and Familiarity of Hospital Administrative and Medical Staff Towards Artificial Intelligence: A cross-sectional study in Turkey by Beyza Büyükkaya, Selma Altındiş, Gazi Ünlü

“…Despite general optimism about AI’s potential, both Turkish medical professionals and healthcare managers face notable gaps in familiarity and engagement, as well as concerns about decision-making, healthcare costs, and job displacement. …”
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Retentive neural quantum states: efficient ansätze for ab initio quantum chemistry by Oliver Knitter, Dan Zhao, James Stokes, Martin Ganahl, Stefan Leichenauer, Shravan Veerapaneni

“…Transformers learn sequence information with greater expressiveness than recurrent models, but at the cost of increased time complexity with respect to sequence length. …”
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Advanced Queueing and Location-Allocation Strategies for Sustainable Food Supply Chain by Amirmohammad Paksaz, Hanieh Zareian Beinabadi, Babak Moradi, Mobina Mousapour Mamoudan, Amir Aghsami

“…In large-scale scenarios, GOA significantly reduced processing times, ranging from 20.45 to 64.78 s. The optimization of processing facility locations within the supply chain, based on this model, led to improved balance between cost (up to $74.2 million), environmental impact (122,112 hazardous units), and waiting time (down to 11.75 h). …”
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Recent Trends in Azeotropic Mixture Separation: A Comprehensive Review by Christel Cortel, Kristine Oira Flordeliza, Shayne Ruzzel A. Galvez, Maria Angeline Magalong, Trisha Mae G. Mendoza, Rubi Vicente C. Rubi

“…Several studies show that in comparison to conventional separation techniques, the application of alternative distillation methods and advanced membrane-based techniques for the separation of azeotropic mixtures results in better separation efficiency and reduced energy consumption while also maintaining the cost-effectiveness of the overall process. In addition to this, advancements in the available techniques for separation would also improve the viability and ensure the long-term sustainability of the proposed developments, addressing the current gaps in knowledge while ensuring that existing challenges in the procedures, like membrane fouling and limited scalability, are properly addressed. …”
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Recent Advances in Lithium Extraction by Arbee Chrystel Alera, Juan Paulo Benitez, Richard Joseph Fernandez, Carl Khleann Pascual, Faith Policarpio, Edgar Clyde Repato Lopez

“…Finally, this paper identifies research gaps and future directions, emphasizing the need for cost-effective, high-performance electrode materials and systems. …”
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A sustainable risk assessment method for workers with disabilities: an ICT-based tool to help SMES managers by Alina Trifu, Doru Costin Darabont, Vicentiu Ciocîrlea, Iulian Madalin Ivan, Daniel Onuț Badea, Nicoleta Crăciun

“…Implemented using Microsoft Excel, the tool provides an accessible, cost-effective platform for risk assessment, guiding managers and safety personnel through data-driven decision-making processes. …”
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Advancements of Biohydrogen Production Based on Anaerobic Digestion: Technologies, Substrates, and Future Prospects by Rossana Parra, Cristhian Chicaiza-Ortiz, Robinson J. Herrera-Feijoo, Diana Victoria Arellano-Yasaca, Lien-Chieh Lee, Roberto Xavier Supe-Tulcan, Jaime Marti-Herrero

“…Population growth has significantly increased energy and resource demands, driving research toward cost-effective technologies that repurpose waste into alternative energy forms such as biohydrogen. …”
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Direct Air Capture Using Pyrolysis and Gasification Chars: Key Findings and Future Research Needs by Wojciech Jerzak, Bin Li, Dennys Correia da Silva, Glauber Cruz

“…The paper identifies critical research gaps related to material design and techno-economic feasibility. …”
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‘I can’t understand why others don’t screen more’: a qualitative study exploring why Australian general practitioners screen for primary aldosteronism by Sanne Peters, Jun Yang, Grant Russell, Abhir Krishan Nainani

“…Knowledge of the screening process, cost and convenience of performing the aldosterone–renin ratio, conceptualisation of risk related to PA, and a desire to improve clinical care were influencing factors that modified the GPs’ screening experience.Conclusion Our findings suggest that knowledge gaps, practical limitations of the aldosterone–renin ratio, and errors in diagnostic reasoning were challenges of routine PA screening. …”
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