LUNA: Loss-Construct Unsupervised Network Adjustment for Low-Dose CT Image Reconstruction by Ritu Gothwal, Shailendra Tiwari, Shivendra Shivani

“…The proposed method uses various loss functions to update the Deep CNN. The optimal update of the network depends on the various loss functions. …”
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THE ROLE OF LITERARY TRANSLATION IN SHAPING LITERARY AND CULTURAL SPACE AND CONSTRUCTING NATIONAL IDENTITY by Tetiana Liashenko

“…The paper illustrates the distinction of the nation-building function of literary translation in Ukrainian Translation Studies. …”
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Toward an innovative function-oriented assessment methodology (FOAM) for evaluating the functional condition of buildings during the operation and maintenance phase by Veronica Royano, Vicente Gibert, Carles Serrat, Jacek Rapinski

“…Traditional inspections often focus on damage, overlooking the functional condition of construction elements. This research addresses these limitations with a comprehensive methodological approach tailored to assess functional condition. …”
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Retracted: Mathematical Model Construction of Teaching Evaluation in Colleges and Universities Based on Convolutional Neural Network under the Background of Big Data by Journal of Function Spaces

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An Item Response Theory Model for Functional Assessment of Spinal Muscular Atrophy Based on the Hammersmith Functional Motor Scale Expanded by FAN Yabei, CHEN Jinjin, GE Panli, CHENG Xi, ZHANG Yichen, LIN Feng

“…ObjectiveTo establish an item response theory (IRT) model for functional assessment of spinal muscular atrophy based on the Hammersmith functional motor scale expanded.MethodsA total of 23 patients with SMA were treated with corrective treatment in the Department of Geriatric Neurology and the Department of Pediatrics of the First Affiliated Hospital with Nanjing Medical University from February 2021 to June 2023. …”
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Functional and Structural Network Alterations in HIV-Associated Asymptomatic Neurocognitive Disorders: Evidence for Functional Disruptions Preceding Structural Changes by Zhou Z, Gong W, Hu H, Wang F, Li H, Xu F, Li H, Wang W

“…Resting-state fMRI and diffusion tensor imaging were used to construct functional and structural connectivity matrices. …”
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Relationship between negative symptoms, cognitive function and social function in schizophrenia: new insight from a network analysis by Renliang Cai, Zaochen Zhu, Zaochen Zhu, Yan Li, Jin Fang, Chaoran Wu, Yunshan Hu, Shaotong Zhang, Chao Zhou, Xiandong Yang, Xinyu Fang, Xiangrong Zhang

“…Network analysis was employed to construct an integrated network of negative symptoms, cognitive function, and social functioning, aiming to identify the most central and bridge symptoms within these networks.ResultsOur study indicated that DS patients performed worser in cognitive function and social functioning than non-DS patients. …”
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Structural-Semantic Features of Parenthetical Constructions (by Material of Modern English Fiction) by I. S. Shishkina, A. Yu. Mironina

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Optimizing photovoltaic parameters with Monte Carlo and parallel resistance adjustment by Fatima Wardi, Mohamed Louzazni, Mohamed Hanine, Elhadi Baghaz, Sanjeevikumar Padmanaban

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Cartilage structure-inspired nanofiber-hydrogel composite with robust proliferation and stable chondral lineage-specific differentiation function to orchestrate cartilage regeneration for artificial tracheal construction by Yaqiang Li, Xiaowei Xun, Liang Duan, Erji Gao, Jiaxin Li, Lei Lin, Xinping Li, Aijuan He, Haiyong Ao, Yong Xu, Huitang Xia

“…Based on the current biomaterial system, mature and functional cartilage-ring analogs were successfully constructed and applied to repair tracheal defects. …”
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Construction of an Overexpression Library for Chinese Cabbage Orphan Genes in <i>Arabidopsis</i> and Functional Analysis of <i>BOLTING RESISTANCE 4</i>-Mediated Flowering Delay by Ruiqi Liao, Ruiqi Zhang, Xiaonan Li, Mingliang Jiang

“…GUS staining revealed <i>BR4</i> promoter activity mainly in the roots, flower buds and leaves. qRT-PCR showed that <i>BR4</i> primarily functions in the flowers, flower buds, and leaves of Chinese cabbage. …”
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CONSTRUCTION AND RESEARCH OF THE NEURO AND INDISTINCT REGULATORS OF STREAMS OF THE SUBSTRATUM AND PRODUCT FOR OPERATED CONTINUOUS BIOSYSTEM by Aleksandr Andreevich Volodin, Elena Valeryevna Lubentsova, Valery Fedorovich Lubentsov

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Advancing the understanding, measurement and monitoring of healthy ageing: A systematically derived framework and dataset mapping associated constructs, measures and measurement ap... by Andreea Alexandra Piriu, Maria Vittoria Bufali, Giulia Cappellaro, Amelia Compagni, Aleksandra Torbica

“…This article presents a systematically derived framework and structured dataset that capture the constructs, measurement approaches and methodological advancements involved in operationalising healthy ageing.The framework and dataset originate from the systematic review conducted by Piriu et al. (2025), which comprehensively maps the range of concepts, constructs and operational dimensions – measures, metrics, instruments and scales – used in 55 empirical studies that operationalise healthy ageing, each addressing at least two of the three core domains identified by the World Health Organization: intrinsic capacity (IC), functional ability (FA) and the environment (ENV). …”
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Construction of Countably Infinite Programs That Evade Malware/Non-Malware Classification for Any Given Formal System by Vasiliki Liagkou, Panagiotis E. Nastou, Paul Spirakis, Yannis C. Stamatiou

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Evaluation of socio-economic indicators of administrative regions of Transcarpathian region in the context of construction of recreation-tourism infrastructure by Roman Slavik, Maryana Salyuk, Mykhailo Mykyta

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A Rapid Cortical Learning Process Supporting Students’ Knowledge Construction During Real Classroom Teaching by Xiaodan Feng, Xinran Xu, Zhaonan Meng, Jiahao Jiang, Miao Pei, Yonghe Zheng, Chunming Lu

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Extended algebraic immunity of symmetric Boolean function by Gao-fei WU, Xue-feng LIU, Ye TIAN, Yu-qing ZHANG

“…Boolean functions with optimal algebraic immunity play an important role in stream ciphers.Based on the univariate polynomial representation of Boolean functions,a construction of Boolean functions with maximum extended algebraic immunity (EAI) is proposed,some previous results are special cases of our construction.The EAI of symmetric Boolean functions which have maximum algebraic immunity (AI) are analyzed by using the properties of symmetric Boolean functions.The result shows that there are only <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML"> <msup> <mn>2</mn> <mrow> <mrow><mo>＆#x230A;</mo> <mrow> <mtext>lb</mtext><mo stretchy="false">(</mo><mi>n</mi><mo>/</mo><mn>2</mn><mo stretchy="false">)</mo></mrow> <mo>＆#x230B;</mo></mrow><mo>+</mo><mn>2</mn></mrow> </msup> </math></inline-formula> n-variable (n even) symmetric Boolean functions achieve maximum EAI.…”
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Analysis of selected reservoirs functioning in the Wielkopolska region by Mariusz Sojka, Joanna Jaskuła, Joanna Wicher-Dysarz, Tomasz Dysarz

“…The reservoirs were built in period from 1970 to 2014. They differ in construction, functions and water management rules. Analysis of the main problems related to the reservoir functioning is aimed at finding ways of improving the construction of new reservoirs that would satisfy increasingly stringent environmental and legal restrictions and the methods of water management in the reservoirs. …”
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Functional design of organizational structures in project management by А. А. Tikhomirov

“…The article considers the function tracing method that provides project organizational structure systematic construction. …”
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Generalised antenna functions for higher-order calculations by Elliot Fox, Nigel Glover, Matteo Marcoli

“…Abstract In this paper we discuss the definition, the construction and the implementation of generalised antenna functions for final-state radiation up to Next-to-Next-to-Leading Order (NNLO) in QCD. …”
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