Fleet‐Wide Data‐Driven Model Generation Process for Residual‐Based Fault Detection in Wind Energy by Théodore Raymond, Sylvie Charbonnier, Christophe Bérenguer, Alexis Lebranchu

“…The fault detection ability of these indicators is evaluated on four faults impacting four components from different wind farms and manufacturers, using receiver operating characteristic curves. …”
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Design of A Thermoelectric Generator for Battery Charging using Heat from A Steam Iron Base by Delta Sundari, Mauludi Manfaluthy, Legenda Prameswono Pratama, Brainvendra Widi Dionova, Devan Junesco Vresdian, Arisa Olivia Putri, Safaa Najah Sahud Al-Humairi, M. N. Mohammed

“…Testing involved a buck-boost converter connected to a battery, producing 12.35 volts with a temperature difference of 49°C. Design enhancements, such as integrating heatsinks or coolers on the cold side of the modules to maintain a significant temperature differential, are critical for optimizing performance.…”
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Impact of cytomegalovirus DNAemia detected by next-generation sequencing on short-term prognosis after lung transplantation by Zhongping Xu, Yujiao Zhang, Dapeng Wang, Chenhao Xuan, Zhiyu Li, Hongyang Xu

“…Background: Cytomegalovirus (CMV) is a common opportunistic pathogen following lung transplantation, associated with post-transplant complications and adverse outcomes. This study aims to evaluate the incidence of CMV DNAemia identified through metagenomic next-generation sequencing (mNGS) during the early postoperative phase of lung transplantation and assess its effects on the short-term outcomes for recipients. …”
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Per aspera ad astra: When harmful chromosomal translocations become a plus value in genetic evolution. Lessons from Saccharomyces cerevisiae by Valentina Tosato, Carlo V. Bruschi

“…Many wild type strains naturally develop chromosomal rearrangements while adapting to different environmental conditions. Translocations, in particular, are valuable not only because they naturally drive species evolution, but because they might allow the artificial generation of new strains that can be optimized for industrial purposes. …”
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Comparative Effects of Intermittent vs. Constant Ceftiofur Hydrochloride Exposure on <i>Staphylococcus aureus</i> In Vitro by Junli Wang, Chongyang Li, Fanxi Guo, Zugong Yu

“…This study aims to explore how different concentrations, durations, and dosing frequencies affect susceptibility and bactericidal efficacy of <i>Staphylococcus aureus</i> to optimize CEF dosage regimens. …”
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Research on Categorical Recognition and Optimization of Hallucination Phenomenon in Large Language Models by HE Jing, SHEN Yang, XIE Runfeng

“…At present, there are significant shortcomings in the evaluation and optimization of hallucination phenomena in large language models. …”
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Bridging chemical space and biological efficacy: advances and challenges in applying generative models in structural modification of natural products by Chuan-Su Liu, Bing-Chao Yan, Han-Dong Sun, Jin-Cai Lu, Pema-Tenzin Puno

“…Most of the molecular generative models discussed herein are open-source, and their applicability across different domains and technical feasibility have been evaluated. …”
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Optimization of Subsurface Smart Irrigation System for Sandy Soils of Arid Climate by Qazi U. Farooq, Muhammad T. Naqash, Abdelkader T. Ahmed, Bilal A. Khawaja

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HouseGanDi: A Hybrid Approach to Strike a Balance of Sampling Time and Diversity in Floorplan Generation by Azmeraw Bekele Yenew, Beakal Gizachew Assefa, Elefelious Getachew Belay

“…Evaluation of diversity using FID demonstrates an average 15.5% improvement over the state-of-the-art houseDiffusion model, with a 41% reduction in generation time. …”
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Manufacturability and functionality assessment of different formats of T-cell engaging bispecific antibodies by Han Ping Loh, Farouq Bin Mahfut, Serene W Chen, Yuhan Huang, Jianxin Huo, Wei Zhang, Kong Peng Lam, Shengli Xu, Yuansheng Yang

“…Here, we systematically compared T-bsAbs produced using eight different formats, evaluating the effect of molecular design of T-bsAbs on their manufacturability and functionality. …”
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Design optimization of multipoles radial magnetic bearings for large industrial rotors by Antoine S. Dimitri, Nada A. Rashed, Hesham A. Hegazi, Mohamed H. El-Shazly

“…Furthermore, design curves are generated by solving the design optimization problem for a range of bearing loads and shaft diameters. …”
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Comparative Analysis of Dedicated and Randomized Storage Policies in Warehouse Efficiency Optimization by Rana M. Saleh, Tamer F. Abdelmaguid

“…Given the complexity of the combined problem, a tailored Non-dominated Sorting Genetic Algorithm (NSGA-II) was developed to assess the performance of the two storage policies across various randomly generated test instances of differing sizes. Parameter tuning for the NSGA-II was conducted using the Taguchi method to identify optimal settings. …”
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Early Warning and Management Measures for the Non-Agriculturalization of Cultivated Land in Shaanxi Province of China Based on a Patch-Generated Land Use Simulation Model by Huiting Yan, Hao Chen, Fei Wang, Linjing Qiu, Rui Li

“…Subsequently, the Patch-Generated Land Use Simulation Model (PLUS) was employed to simulate NACL under different land management scenarios, using 2020 as the baseline and 2035 as the target year. …”
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Gather together in the name of our next generation: A scoping review of the essence and implementation of community baby showers by Aysha Jawed, Catherine Ehrhardt, Molly Rye, Amy Hess, Elizabeth Murter, Colin Gardiner

“…Methods: Although community baby showers are rising as a trending health promotion intervention to optimize access to care, resources and support to infants and their caregivers as well as optimize infant growth and development, there is no review paper to date that consolidates the strengths and limitations in the quality, delivery and evaluation of community baby showers as a continued focus for future public health interventions surrounding the infant population which informs the development of this scoping review. …”
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Analysis and Optimization of Dysprosium-Doped Yellow Fiber Lasers for Ophthalmology Applications by Foroogh Khozeymeh, Federica Poli, Wahida Chowdhury, Annamaria Cucinotta

“…The influence of overlap integrals, output mirror reflectivity, and active fiber length on laser performance is investigated. The optimization criteria based on the different robust configurations of laser cavities are found which predict the slope efficiencies higher than half of the Stokes limit.…”
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Gut Microbiome-Host Genetics Co-Evolution Shapes Adiposity by Modulating Energy and Lipid Metabolism in Selectively Bred Broiler Chickens by Guangqi Gao, Yangbo Jiao, Lai-Yu Kwok, Zhi Zhong

“…We compared the gut microbiome composition and host whole-genome profiles between fat-line and lean-line broiler chickens that had been selectively bred for divergent abdominal fat levels over 15 generations. Despite identical dietary and environmental conditions, the two chicken lines exhibited significant differences in their gut microbiota. …”
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Opportunities, Challenges, and Future Directions for Generative Artificial Intelligence in Library Information Literacy Education: A Scoping Review by Fan YUAN, Jia LI

“…By systematically examining the opportunities, challenges, and development trajectories of generative AI, this study provides valuable insights for libraries and educational institutions seeking to optimize their IL programs in the AI era. …”
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Optimizing biomethane production and plants growth with biochar-enhanced anaerobic digestion by Melania Fiore, Francesca Demichelis, Fabio Alessandro Deorsola, Debora Fino, Guido Saracco, Massimo Pugliese, Tonia Tommasi

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Bayesian optimization of radical polymerization reactions in a flow synthesis system by Shogo Takasuka, Sho Ito, Shunto Oikawa, Yosuke Harashima, Tomoaki Takayama, Aniruddha Nag, Araki Wakiuchi, Tsuyoshi Ando, Tetsunori Sugawara, Miho Hatanaka, Tomoyuki Miyao, Takamitsu Matsubara, Yu-Ya Ohnishi, Hiroharu Ajiro, Mikiya Fujii

“…First trials of BO with generation of four candidate points per cycle, completed the optimization within five cycles. …”
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Method of continuous generation grinding tooth surface modification based on electronic gearbox superimposed high-order motion by HAN Jiang, RUI Xiaoyu, TIAN Xiaoqing, YOU Tongfei, LI Guanghui, XIA Lian

“…Using the normal deviation between the standard involute gear surface and the actual machined gear surface grid points as the evaluation criterion, the Levenberg-Marquardt algorithm was used to optimize the polynomial coefficients of the motion functions of each feed axis of the grinding wheel. …”
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