Multi-scale fatigue damage analysis in filament-wound carbon fiber reinforced epoxy composites for hydrogen storage tanks by Imen Feki, Mohammadali Shirinbayan, Samia Nouira, Robert Tie Bi, Jean-Baptiste Maeso, Cedric Thomas, Joseph Fitoussi

“…This study highlights the need for improved porosity control during manufacturing to enhance the durability of hydrogen storage systems. Additionally, it provides valuable insights for optimizing fiber orientation to improve fatigue performance in practical applications.…”
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Evaluation of digital and traditional impressions in orthodontics: a narrative review by Sabina Saccomanno, Lorenzo Ederli Silenzi, Mario Palermiti, Simone Ettore Salvati, Daniela Di Giandomenico, Eda Fani, Giuseppe Marzo

“…A hybrid strategy may optimize outcomes.…”
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Experimental investigation on thermal storage performance of double U-tube phase change thermal storage tank by Liu Lu, Gang Liu, Qihui Wang, Yuan Xie, Xiaohu Yang, Hailong Li

“…The widespread application of phase change thermal storage systems is essential for reducing energy consumption and carbon emissions. …”
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Cryotherapy and Whole Body Cooling: A Critical Review of Physiological Impacts on Elite Athletes by Wojciech Tokarczyk, Karol Demel, Monika Dziedzic, Adriana Potoczek, Justyna Talaska, Antoni Kantor, Krzysztof Pietrzak, Adrian Dyląg, Jakub Król, Kacper Raputa

“…Future studies should prioritize standardized parameters, long-term safety, and mechanistic insights into mitochondrial/neural adaptations to optimize athlete outcomes. …”
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Iterative Syndrome-Based Deep Neural Network Decoding by Dmitry Artemasov, Kirill Andreev, Pavel Rybin, Alexey Frolov

“…A sequential training procedure for optimizing the behavior of component decoders is utilized. …”
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Integrated Management Strategies for Blackleg Disease of Canola Amidst Climate Change Challenges by Khizar Razzaq, Luis E. Del Río Mendoza, Bita Babakhani, Abdolbaset Azizi, Hasnain Razzaq, Mahfuz Rahman

“…Additionally, the review identifies an urgent need for policy support and investment in breeding programs using emerging tools like AI-driven decision support systems, CRISPR/Cas9, and gene stacking to optimize fungicide use and resistance deployment. …”
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Unstationary Viscoelastic MHD Flow of Walters-B Liquid Through a Vertical Porous Plate with Chemical Reactions by Karnati Veera Reddy, G. Ravindranath Reddy, K. Jhansi Rani, Ayyalappagari Sreenivasulu, Gudala Balaji Prakash

“…Future research could focus on optimizing MHD Walter's-B viscoelastic flow systems, particularly by examining the effects of magnetic field strength and viscoelastic parameters on flow behavior.…”
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Electrolytic Recovery of Indium from Copper Indium Gallium Selenide Photovoltaic Panels: Preliminary Investigation of Process Parameters by Monika Gajec, Anna Król, Jadwiga Holewa-Rataj, Ewa Kukulska-Zając, Tomasz Kuchta

“…This underscores the critical importance of optimizing recycling processes to mitigate the environmental impact associated with the disposal of photovoltaic panels. …”
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Confinement‐Enhanced Multi‐Wavelength Photon Upconversion Based on Triplet–Triplet Annihilation in Nanostructured Glassy Polymers by Xueqian Hu, Luca Pollice, Alessandra Ronchi, Marco Roccanova, Michele Mauri, Davide Lardani, Dimitri Vanhecke, Angelo Monguzzi, Christoph Weder

“…For technologically viable solar energy harvesting systems, solid materials that capture a large fraction of the solar spectrum and efficiently upconvert the absorbed energy must be developed. …”
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Recent Advancements in Artificial Intelligence in Battery Recycling by Subin Antony Jose, Connor Andrew Dennis Cook, Joseph Palacios, Hyundeok Seo, Christian Eduardo Torres Ramirez, Jinhong Wu, Pradeep L. Menezes

“…Additionally, integrating AI with advanced sensing technologies like computer vision, spectroscopy, and X-ray imaging allows for precise material characterization and real-time monitoring, optimizing recycling strategies and material recovery rates. …”
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Application and prospects of machine learning for rockfalls, landslides and debris flows by Jiazhu WANG, Yongbo TIE, Yongjian BAI, Yanchao GAO, Donghui WANG, Mingzhi ZHANG

“…Future research should prioritize enhancing data quality and quantity, optimizing model interpretability, improving model reliability and generalization, and establishing real-time monitoring and warning systems for automatic identification and rapid response to geological hazards. …”
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MOF-based catalysts for CO2 reduction via photo-, electro-, and photoelectrocatalysis: a review by Mahmood Riyadh Atta, Akram Fadhl Al-Mahmodi, Baker Nasser Saleh Al-Dhawi, Md. Maksudur Rahman Khan

“…Future research should focus on optimizing these systems for enhanced durability, cost effectiveness, and energy efficiency to meet the growing demand for sustainable energy solutions.…”
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Innovation in healthcare business methods: A comparative patent analysis by Cassia Rita Pereira da Veiga, Claudimar Pereira da Veiga, Marcelo Santos Machado, Henrique Varconte Blanco, Zhaohui Su

“…Intellectual property (IP) systems in contemporary knowledge-based societies foster sustainable economic development and incentivize innovative enterprises. …”
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Machine learning study on magnetic structure of rare earth based magnetic materials by Dan Liu, Jiahe Song, Zhixin Liu, Jine Zhang, Weiqiang Chen, Yinong Yin, Jianfeng Xi, Xinqi Zheng, Jiazheng Hao, Tongyun Zhao, Fengxia Hu, Jirong Sun, Baogen Shen

“…Compared with non-decision tree models, optimized decision tree algorithms such as Gradient Boosting have greater advantages in binary classification. …”
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Dynamic control of polarization and diffraction in tunable Surface-Relief Liquid-Crystal gratings by Pravinraj Selvaraj, Chih-Wei Lin, Yi-Xuan Liu, Chi-Tang Huang, Jie-Sin Jhong, Ching-Cherng Sun, Ko-Ting Cheng

“…These findings lay the groundwork for a robust platform for dynamic light manipulation, paving the way for next-generation tunable photonic systems and advanced display technologies.…”
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Borehole Optical Fibre Distributed Temperature Sensing vs. Manual Temperature Logging for Geothermal Condition Assessment: Results of the OptiSGE Project by Maciej R. Kłonowski, Anders Nermoen, Peter J. Thomas, Urszula Wyrwalska, Weronika Pratkowiecka, Agnieszka Ładocha, Kirsti Midttømme, Paweł Brytan, Anna Krzonkalla, Adrianna Maćko, Karol Zawistowski, Jolanta Duczmańska-Kłonowska

“…Geothermal energy is a crucial component contributing to the development of local thermal energy systems as a carbon-neutral and reliable energy source. …”
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Dynamic Mobile Network Slicing Through Vehicular Traffic Analysis by Alvaro Gabilondo, Zaloa Fernandez, Angel Martin, Mikel Zorrilla, Pablo Angueira, Jon montalban

“…This paper proposes a dynamic mobile network slicing framework designed to analyse vehicular traffic and adapt slicing policies to optimize resource allocation for autonomous driving applications. …”
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The research on the surface discharge intensity and its damage to the pressboard in oil-paper insulation under different hydraulic pressures by Guangcai Hu, Daiwen Yang, Jianbing Zhou, Shirong Mou, Qifu Lu, Xinyu Zhu

“…These findings provide valuable insights for the operation and maintenance of oil-paper insulated equipment in high-altitude environments and establish a foundation for optimizing the size and weight of oil-paper insulation systems by modulating internal hydraulic pressure in power transformers.…”
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LArcNet: Lightweight Neural Network for Real-Time Series AC Arc Fault Detection by Kamal Chandra Paul, Chen Chen, Yao Wang, Tiefu Zhao

“…The model is optimized and converted into TensorFlow Lite format to reduce size and latency, enabling deployment on low-power embedded devices such as the Raspberry Pi and the STM32 microcontrollers. …”
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Grape Target Detection Method in Orchard Environment Based on Improved YOLOv7 by Fuchun Sun, Qiurong Lv, Yuechao Bian, Renwei He, Dong Lv, Leina Gao, Haorong Wu, Xiaoxiao Li

“…Finally, the Focal-EIoU loss function is employed to optimize the regression prediction boxes, accelerating their convergence and improving regression accuracy. …”
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