Aided Greenway Design Approach Based on Internet Big Data and AIGC Fine-Tuning Model by Yifan WU, Lu MENG, Liang LI

“…In addition, the use of various fine-tuning models can realize the tasks of generating error control and drawing style migration.ConclusionThe approach proposed in the research has some limitations. …”
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Efficacy and safety of narlumosbart, an anti-RANKL monoclonal antibody, in postmenopausal women with osteoporosis: a multi-center, randomized, double-blind, placebo- and active-con... by Yue Chi, Yukun Li, Qun Cheng, Hanqing Cai, Yuhong Zeng, Hui Sheng, Bing Song, Hongmei Li, Lin Shen, Min Li, Ying Xing, Mei Cheng, Yujin Ma, Difei Wang, Mei Zhu, Weiping Lu, Shuang Yan, Xueyuan Zhang, Jing Yuan, Baofang Yang, Jun Li, Juan Wang, Zhufeng Wu, Weibo Xia

“…Funding: This study was supported by Shanghai JMT-Bio Technology Co., Ltd.; National Key R&D Program of China [2021YFC2501700]; CAMS Innovation Fund for Medical Sciences (CIFMS) [2021-I2M-1-002]; National High Level Hospital Clinical Research Funding [2022-PUMCH-D-006]; the National Natural Science Foundation of China [No. 82270938, No. 81970757]; and the Non-profit Central Research Institute Fund of Chinese Academy of Medical Sciences [2023-PT320-10].…”
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To the question of improving the system object monitoring of subsurface conditions at the enterprises of the state corporation «Rosatom» by T. I. Klimova, E. B. Sevtinova, L. G. Chertkov, A. D. Palagushin, M. V. Udalaya

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Advancing artificial intelligence ethics in health and genomics: lessons from a public survey in South Korea by Jungim Lee, Jungim Lee, Wonhoo Yoo, Hannah Kim, Hannah Kim

“…Key concerns included the disclosure of personal information (54.0%), potential AI errors causing harm (52.0%), and ambiguous legal responsibilities (42.2%). …”
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High-resolution GNSS troposphere tomography through explainable deep learning-based downscaling framework by Saeid Haji-Aghajany, Saeed Izanlou, Melika Tasan, Witold Rohm, Maciej Kryza

“…SRGAN consistently outperforms the Lanczos3 interpolation method, reducing the Root Mean Square Error (RMSE) by up to 62% in Poland and 52% in California compared to the original tomography data. …”
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Correction: El Allaoui et al. Trends and Insights in Medicinal Plant Extract Research: A Ten-Year Bibliometric and Visualization Study. <i>Horticulturae</i> 2024, <i>10</i>, 1163 by Hasnae El Allaoui, Kawthar El Ahmadi, Aouatif El Abdouni, Imane Dira, Mohamed El Bastrioui, Mohamed Bouhrim, Bruno Eto, Abdelaaty A. Shahat, Rashed N. Herqash, Khadija Haboubi

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A Mini Review on the Effects of Experimental Design, Including Variations in Participant Baseline Performance, When Testing the Efficacy of Polyphenol Consumption to Enhance Mood a... by Duaa Altuwairki, Kirsten Brandt

“…Also, the frequent absence of primary outcome identification and other indications of a less cautious approach to statistical analyses may have contributed to instances of type 1 errors. In conclusion, new researchers should use well-validated assessment tools, study populations with a modest baseline performance, and predefined appropriate statistical procedures to minimize irreproducible outcome variations.…”
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Skill Validation of High-Impact Rainfall Forecasts over Vietnam Using the European Centre for Medium-Range Weather Forecasts (ECMWF) Integrated Forecasting System (IFS) and Dynamic... by Tran Anh Duc, Mai Van Khiem, Mai Khanh Hung, Dang Dinh Quan, Do Thuy Trang, Hoang Gia Nam, Lars R. Hole, Du Duc Tien

“…This research evaluates the quality of high-impact rainfall forecasts across Vietnam and its sub-climate regions. …”
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ANALYSIS OF METHODICAL DEFECTS IN PHD AND DOCTORAL THESIS ON ECONOMICS by R. D. Gutgarts

“…The miscalculations and errors in master’s and doctoral dissertations on economics which have methodical nature and not depend on a specific subject of work are disclosed and systematized. …”
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Systematic benchmarking of large Language models in programmed cell death-oriented gastric cancer research: a comparative analysis of DeepSeek‑V3, DeepSeek‑R1, and Claude 3.5 by Yuheng Li, Jiaqi Dong, Dongdong Liu, Yuqing Huang, Yan Jiang, Liangchao Chen, Qiming Gong

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A Modified Kalman Filter Based on Radial Basis Function Neural Networks for the Improvement of Numerical Weather Prediction Models by Athanasios Donas, George Galanis, Ioannis Pytharoulis, Ioannis Th. Famelis

“…The derived results demonstrate a significant reduction in systematic error, as the bias decreased by up to 88% for 10-meter wind speed and 58% for 2-meter air temperature. …”
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Detailed Investigation of Cobalt-Rich Crusts in Complex Seamount Terrains Using the Haima ROV: Integrating Optical Imaging, Sampling, and Acoustic Methods by Yonghang Li, Huiqiang Yao, Zongheng Chen, Lixing Wang, Haoyi Zhou, Shi Zhang, Bin Zhao

“…Captured crust-bearing rocks weighed up to 78 kg, drilled cores reached 110 cm, and acoustic thickness measurements had a 1–2 cm margin of error compared to in situ cores; (2) Video and cores analysis showed summit platforms (3–5° slopes) dominated by tabular crusts with gravel-type counterparts, summit margins (5–10° slopes) hosting gravel crusts partially covered by sediment, and steep slopes (12–15° slopes) exhibiting mixed crust types under sediment coverage. …”
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Design and implementation of a cost-effective, safe, and precise lean-rich generating system for the evaluation of NOX storage reduction catalysts: performance analysis, statistica... by Javad Sajedifar, Seyyed Bagher Mortazavi, Hasan Asilian Mahabadi, Ali Khavanin, Mohammad Sharif Hosseini

“…A detailed analysis was performed to determine the relative errors, time to reach steady-state conditions, and actual concentrations produced under different expected concentrations (NO: 100–200 ppm, O₂: 3–15 %, CO: 500–10,000 ppm, toluene: 64–8999 ppm, relative humidity: 0.14–22.69 %), space velocity (70,000–140,000 h⁻¹), bubbler flow rates (10–600 mL/min), and saturator temperatures (5–20 °C). …”
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Investigating of AI tools' Enhancement on the English Writing Skills among Non-Native Speakers by Mohammed Hamoud Ghannam, Afaf Alwan, Baleid Taha Shamsan, Ayat Abdullah, Enas Ameen, Aya Hassan, Mlak Faez, Ayman Hatem, Bushra Abdullah Rashed

“…Interviews were conducted with students and language instructors and together with analysis of the results underscore several issues-both challenges and advantages being that of implementing AI in writing education. Research indicates that the tools can correct writing, improve the confidence of a learner, motivate a learner to take risks in self-correction, and foster skills in making corrections when errors appear. …”
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Establishing a core outcome set for creatine transporter deficiency and guanidinoacetate methyltransferase deficiency by Zahra Nasseri Moghaddam, Emily K. Reinhardt, Audrey Thurm, Beth K. Potter, Maureen Smith, Celeste Graham, Beth H. Tiller, Steven A. Baker, Deborah A. Bilder, Regina Bogar, Jacobus Britz, Rachel Cafferty, Daniel P. Coller, Ton J. DeGrauw, Vicky Hall, Gerald S. Lipshutz, Nicola Longo, Saadet Mercimek-Andrews, Judith S. Miller, Marzia Pasquali, Gajja S. Salomons, Andreas Schulze, Celine P. Wheaton, Kayla F. Williams, Sarah P. Young, Jasmine Li, Sofia Balog, Theresa Selucky, Sylvia Stöckler-Ipsiroglu, Heidi Wallis

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Perpetual Betterising: by Brett Chulu

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Optimization of Magnetic Finishing Process and Surface Quality Research for Inner Wall of MP35N Cobalt–Chromium Alloy Vascular Stent Tubing Based on Plasma-Fused Al₂O<su... by Yusheng Zhang, Yugang Zhao, Qilong Fan, Shimin Yang, Shuo Meng, Yu Tang, Guiguan Zhang, Haiyun Zhang

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Plasma Metabolic Outliers Identified in Estonian Human Knockouts by Ketian Yu, Estonian Biobank Research Team, Karol Estrada, Tõnu Esko, Mart Kals, Tiit Nikopensius, Jaanika Kronberg, Urmo Võsa, Arthur Wuster, Lorenzo Bomba

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A Novel Method for Forecasting Global High-Resolution Precipitable Water Vapor With the Pangu-Weather System by Liangke Huang, Zhouao Zheng, Ge Zhu, Haohang Bi, Haojun Li, Lilong Liu

“…The mean bias and root-mean-square error (RMSE) for MERRA-2 and Pangu PWV are &#x2212;2.59/0.59 mm and 3.67/3.67 mm against radiosonde records, respectively, and mean bias and RMSE are &#x2212;2.20/&#x2212;0.01 mm and 3.17/3.37 mm against GPS PWV data, respectively. …”
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Exploring the Assimilation of All-Sky FY-4A GIIRS Radiances and Its Forecasts for Binary Typhoons by Qian Xie, Deqin Li, Yi Yang, Yonghong Zhao, Hong Li, Shengjie Zhu, Xiao Pan

“…This study investigates the impact of all-sky assimilating long-wave temperature channels from GIIRS on forecasts of binary typhoons Maysak and Haishen (2020) using the Weather Research Forecast model. Quality control procedures, observation error settings, and variational bias corrections are incorporated into the three-dimensional variational data assimilation system for both clear-sky and all-sky scenarios. …”
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