Convolutional neural networks for sea surface data assimilation in operational ocean models: test case in the Gulf of Mexico by O. Zavala-Romero, O. Zavala-Romero, A. Bozec, E. P. Chassignet, J. R. Miranda, J. R. Miranda

“…The CNNs are trained to correct model errors from a 2-year, high-resolution (<span class="inline-formula"><math xmlns="http://www.w3.org/1998/Math/MathML" id="M1" display="inline" overflow="scroll" dspmath="mathml"><mrow><mn mathvariant="normal">1</mn><mo>/</mo><mn mathvariant="normal">25</mn><mi mathvariant="italic">°</mi></mrow></math><span><svg:svg xmlns:svg="http://www.w3.org/2000/svg" width="31pt" height="14pt" class="svg-formula" dspmath="mathimg" md5hash="0fa693bbf5c78df25ed18818c53372c4"><svg:image xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="os-21-113-2025-ie00001.svg" width="31pt" height="14pt" src="os-21-113-2025-ie00001.png"/></svg:svg></span></span>) HYCOM dataset, assimilated using the Tendral Statistical Interpolation System (T-SIS). …”
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Uzbekistan: New Milestones of Higher Education Internationalization by E. F. Troitskiy, S. M. Yun

“…The authors show the scale and interconnectedness of higher education challenges that have been developing in Uzbekistan in the course of the 25 years of its independence. The authors argue that higher education internationalization has become a way to achieve a number of objectives, in particular to improve the quality of higher education, orient it to massification, make it more accessible in the country’s regional centers. …”
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Partial Stereotactic Ablative Radiotherapy Boost Before Conventional Radiotherapy (P‐SABR) for Large (> 5 cm) Unresectable Stage III Nonsmall Cell Lung Cancer by Yun Bai, Xianshu Gao, Shangbin Qin, Shanshi Li, Mingwei Ma, Xi Cao, Feng Lyu, Jiayan Chen, Xin Qi, Siwei Liu, Yan Gao, Hongzhen Li, Xiaomei Li, Xiaoying Li, Xueying Ren, Lei Huang

“…ABSTRACT Objective Stereotactic ablative radiotherapy (SABR) is renowned for its high local control (LC) rates. Nonetheless, for tumors that are either large in volume or in close proximity to critical organs at risk, the application of SABR to the entire tumor becomes impractical. …”
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La semaine sainte à Santiago Atitlán, Guatemala by Sylvie Pédron Colombani

“…In this article, the author analyses the relationship between the people and their deity during this time, while focusing her attention on the tropical fruit offering and its preparation, and underlining its sexual and food dimension.…”
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Ottoman Approach to Shia and Sunni State Officers of Syria in the Examples of Fakhreddin Maanoğlu and Ali Canpolad between 1570s and 1630s by Birol Gündoğdu

“… Some scholars like to believe that Ottoman Sunni orthodoxy drew its form by virtue of the Ottoman conquest of Syria and Egypt in 1516-1517. …”
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Immune-related gene SOX10 affects ferroptosis in pancreatic cancer and facilitates tumor progression by targeting CMTM7-mediated Wnt/β-catenin signaling pathway by Guixing Jiang, Bicheng Wu, Kaikai Wang, Xiaofan Pu, Senhao Zhou, Xin Zhong, Xiaolong Liu, Suihan Wang, Tianyu Lin

“…Conclusions SOX10 is deemed as an immune-related gene. Its knockdown induces ferroptosis in PC and suppresses tumor progression via CMTM7-mediated Wnt/β-catenin pathway.…”
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The Role of Magnetic Resonance Enterography for Detection and Differentiation of Pediatric Inflammatory Bowel Diseases by Özge Yapıcı, Eda Almus

“…Although MRE has low sensitivity to differentiate between CD or UC in pediatric patients, it may help with its high specificity rates.…”
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Aplinkosaugos, socialinės atsakomybės ir valdysenos (ESG) atskleidimai įmonės vertės ir finansinių rezultatų kontekste: konceptualusis požiūris by Aušrinė Galdikaitė, Ramunė Budrionytė

“…ESG tiesiogiai veikia įmonės vertės rodiklį Tobino Q bei akcijų kainas ir netiesiogiai gali daryti įtaką įmonės vertei per finansinius rezultatus – stebima įtaka turto ir nuosavo kapitalo pelningumui bei finansiniam svertui. …”
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Evolutionary Game Simulation on Government Incentive Strategies of Prefabricated Construction: A System Dynamics Approach by Baoquan Cheng, Yuhu Wei, Wei Zhang, Xintao Zhou, Huihua Chen, Lipeng Huang, Jianling Huang, Xiaofang Kang

“…Prefabricated construction is a state-of-the-art construction technology of both socio-economic and environmental benefits, but sometimes, it is not welcome due to its high cost. Governments play an important role in deeply promoting prefabricated construction, but its effects are not clear. …”
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Review and comparative analysis of strength criteria for modelling non-linear behaviour of concrete by G. I. Rempel, A. M. Budarin, A. P. Dolgikh, A. A. Kamzolkin, V. N. Alekhin

“…Such methods, in comparison with analytical ones, make it possible to describe the work of the material more accurately and reflect the main features of its stress–strain state. This makes it possible to perform more cost-effective and, in some cases, more reliable design solutions. …”
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Editorial: Advancements in composite sandwich materials: fabrication, characterization, durability, modeling and applications by Senthil Muthu Kumar Thiagamani, Senthilkumar Krishnasamy, Chandrasekar Muthukumar, Suchart Siengchin, Carlo Santulli

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Theoretical Models for Video on Demand Services on Peer-to-Peer Networks by Giovanni Branca, Thomas Schierl, Luigi Atzori

“…In this paper, within the scenario of P2P-based VoD services, we study the phenomenon of peer churns and propose four models of the peer behaviour to evaluate its impact on the system performance, which are based on the Gilbert-Elliot chain, the fluidic representation of the user behavior, and a queuing analysis of the system. …”
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Music therapy influence in the reduction of moderately high blood pressure figures by Frank Miguel Hernández Velázquez, Belén de la Caridad Santiesteban Rodríguez, Raúl Javier Pizarro Hechevarría

“…Among the alternatives for its treatment, music therapy is effective together with pharmacological treatment.…”
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A Two-Lane Cellular Automaton Model to Evaluate the Bus Lane with Intermittent Priority by Dingxin Wu, Xu Han

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Modulation of Sustained Attention by Theta-tACS over the Lateral and Medial Frontal Cortices by Jinwen Wei, Zhiguo Zhang, Ziqing Yao, Dong Ming, Peng Zhou

“…In the present study, we first analyzed the correlation between EEG theta oscillations (characterized by time-frequency power and phase-based connectivity) and the level of sustained attention (Experiment 1) and then utilized transcranial alternating current stimulation (tACS) to modulate theta oscillations and in turn observed its effects on sustained attention (Experiment 2). …”
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Enhancing DataOps practices through innovative collaborative models: A systematic review by Aymen Fannouch, Jihane Gharib, Youssef Gahi

“…However, persistent challenges, such as inefficiencies in data integration, delivery, and governance, limit its potential impact. These obstacles hamper the seamless implementation of DataOps strategies, slowing down operational processes and affecting organizational performance in data-driven environments. …”
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Quantitative description of low-cycle fatigue damage accumulation in contact interaction zone by local strain evolution by Sviatoslav Eleonsky, Yury Matvienko, Vladimir Pisarev, Igor Odintsev

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Periodontal Health and Caries Prevalence Evaluation in Patients Affected by Parkinson's Disease by Marco Cicciù, Giacomo Risitano, Giuseppe Lo Giudice, Ennio Bramanti

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The effect of hindrance stressors on the emotional exhaustion among front-line healthcare workers in the recuperation period during the COVID-19 epidemic in China: a prospective cr... by Hua Zhang, Huan Wang, Junying Ye, Hao Wu, Xinyao Zhou, Caiping Song, Pengpeng Yin, Renzhong Shi, Yang Dan

“…Exclusion criteria included recently affected by major events other than COVID-19 or those with a history of neurasthenia and trauma.Results Using descriptive analysis of average value and SD measured by a five-item scale (MBI-GS), we found that front-line healthcare workers’ emotional exhaustion score (2.45±0.88) was at the medium level. …”
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High-Frequency Workpiece Image Recognition Model Based on Hybrid Attention Mechanism by Jiaqi Deng, Chenglong Sun, Xin Liu, Gang Du, Liangzhong Jiang, Xu Yang

“…High-frequency workpieces are specialized items characterized by complex internal textures and minimal variance in properties. …”
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