A hybrid deep learning framework for short-term load forecasting with improved data cleansing and preprocessing techniques by Muhammad Sajid Iqbal, Muhammad Adnan, Salah Eldeen Gasim Mohamed, Muhammad Tariq

“…Comparative analysis with state-of-the-art (SOTA) techniques in terms of accuracy and computational cost underscores the superior accuracy of the proposed framework in forecasting both generation and demand. …”
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A computational grounded theory based analysis of research on China’s old-age social welfare system by Agudamu, Yingying Li, Na Mi, Xinyue Pan

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ARS Conceptual Framework for AI-Driven Systematic Reviews in Sports Science and Medicine by Tiago Fernandes, Marta Castañer, Oleguer Camerino

“…Despite the recent advances in machine learning and natural language processing in making information task automation viable, a notable gap seems to exist in their integration and within the principles of the scientific method. …”
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Energy Efficiency Optimization of Milk Homogenizers: A Contribution to the European Green Deal Goals by Samoichuk Kyrylo, Kovalyov Alexandr, Palianychka Nadiia, Hutsol Taras, Komarnitskyi Serhii, Bezaltychna Olena, Kuboń Maciej, Tabor Sylwester, Kukharets Valentyna

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Cognitive behavioural therapy in practice-nurse led behaviour-intervention for low back pain in German primary care – qualitative process evaluation of a feasibility study by Gregor Feldmeier, Stefan Zutz, Jennifer Höck, Anja Wollny, Peter Kropp, Attila Altiner, Christin Löffler

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A comparative techno-economic assessment of CO2 mineralization technologies: A case study from the construction sector by Ali Abdelshafy, Till Strunge, Dietmar Stephan, Grit Walther

“…However, there are techno-economic obstacles that hinder their deployment, as well as various knowledge gaps regarding the prospective supply chains. Although these pathways have several differences, such as process configuration and costs, each is usually addressed individually and comparative analysis is lacking. …”
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A Review of Recent Advances on Automatic Question Generation for the Portuguese Language by Allan Duarte Ehlert, Júlia da Rocha Junqueira, Larissa Astrogildo de Freitas, Ulisses Brisolara Corrêa

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A non‐fluorescent immunohistochemistry method for measuring autophagy flux using MAP1LC3/LC3 and SQSTM1 as core markers by Shahla Shojaei, Amir Barzegar Behrooz, Marco Cordani, Mahmoud Aghaei, Negar Azarpira, Daniel J. Klionsky, Saeid Ghavami

“…We optimized chromogenic detection using diaminobenzidine (DAB) staining and developed a scoring system based on puncta number and the percentage of stained cells. This accessible, cost‐effective method enables reliable autophagy quantification using a standard light microscope, bridging the gap between experimental research and clinical diagnostics. …”
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Development Status, Problems and Prospects of Offshore WindHydrogen Production Industry in China by Zier JIN, Ziyuan WANG, Yajie LI, Ying WANG, Jialuan ZHANG, Xueluan CHEN, Lingjie DUAN

“…Nonetheless, several critical challenges persist, including the absence of breakthroughs in core technologies, dependence on imported key components, elevated life cycle costs, and gaps in regulatory and policy support. …”
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Using large language models to extract plant functional traits from unstructured text by Viktor Domazetoski, Holger Kreft, Helena Bestova, Philipp Wieder, Radoslav Koynov, Alireza Zarei, Patrick Weigelt

“…While global trait datasets have advanced the field, substantial gaps remain, and extracting trait information from text in books, research articles, and online sources via machine learning offers a valuable complement to costly field campaigns. …”
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Economic, Environmental, and Social Assessment of Concrete Pavement Life Cycle: A Literature Review by Mohammad saleh Entezari, Rashid Tanzadeh, Fereidoon Moghadas Nejad

“…Key gaps are identified: only 25% of studies address the use phase, while a mere 20% consider the end-of-life stage. …”
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Research on the Combined Load-Bearing Mechanism of Deeply Buried Pressure Pipelines Under High Internal Water Pressure by LIU Yijie, ZHANG Xuhui, HUANG Bensheng, YANG Fengjie, YUAN Mingdao, XU Yunqian

“…The core of this approach lied in determining the potential functions for the steel lining and surrounding rock layers, as well as the contact stresses between each structural layer. 1) Considering the presence of interlayer gap, the bearing process is divided into two stages: the free bearing stage and the joint bearing stage. …”
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A systematic literature review on potential of ablution greywater reuse: current insights, challenges, and future prospects by Shayan Ameer, Nisar Muhammad, Khan Zaib Jadoon, Nadeem Sheikh, Khalil Ur Rahman

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Targeted generative data augmentation for automatic metastases detection from free-text radiology reports by Maede Ashofteh Barabadi, Xiaodan Zhu, Wai Yip Chan, Amber L. Simpson, Richard K. G. Do

“…Our work delivers a broadly applicable solution with remarkable performance that does not require model customization for each institution, making large-scale, low-cost spatio-temporal cancer progression pattern extraction possible.…”
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Prefabricated Construction in the Residential Real Estate Market by Krajewska Małgorzata, Siemińska Ewa, Rącka Izabela, Szopińska Kinga, Kostov Ivo

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Academic project management: Lean Thinking applied in a higher education department in the city of Puebla, an approach for efficiency and quality by Jorge Rosete-Espinosa, Crishelen Kurezyn-Díaz, Giovanni Chávez-Melo

“…This organizational complexity creates communication gaps between departments, raising operational costs and compromising customer satisfaction. …”
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The Lean Advantage: Transforming E-Commerce Warehouse Operations for Competitive Success by Mohammad Anwar Rahman, E. Daniel Kirby

“…These efforts resulted in a 23% reduction in total lead time, doubled value-added time, and significant improvements in inspection, picking, packing, and automation, reducing delays, lowering costs, and enhancing workflow. The study fills a gap in the literature by integrating multiple Lean tools and utilizing the Critical to Quality (CTQ) matrix to ensure sustainable improvements in e-commerce warehousing, emphasizing the strategic value of Lean Six Sigma in creating efficient, customer-focused operations.…”
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Metamodels of Educational and Methodological Activity in the University by S. M. Shcherbakov, K. K. Kalugyan, I. I. Miroshnichenko

“…Thus, there are risks of the educational and methodological support quality reducing and the risk of a gap between educational and methodological documentation and the real educational process of the university.…”
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Testing an online screening tool for epilepsy surgery evaluation by Bianca Cecchele Madeira, Suzana Veiga Schönwald, Pablo Brea Winckler, Kelin Cristine Martin, Carolina Machado Torres, Jorge Wladimir Junqueira Bizzi, Marino Muxfeldt Bianchin

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Key service delivery processes, challenges and barriers to healthcare access for managing diabetes outside target HbA1c levels in primary care settings in Qatar: a qualitative inqu... by Mohamed Ahmed Syed, Abduljaleel Abdullatif Zainel, Shajitha Thekke Veettil, Muslim Abbas Syed, Ahmed Sameer Alnuaimi

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