Machine learning-based inertia estimation in power systems: a review of methods and challenges by Santosh Diggikar, Arunkumar Patil, Siddhant Satyapal Katkar, Kunal Samad

“…Some advanced techniques demonstrate proficiency in analyzing complex datasets and providing real-time insights into the evolving dynamics of inertia. In addition to evaluating existing approaches, the review identifies key research gaps and emerging trends, offering strategic guidance and important considerations for the development of innovative ML-driven inertia estimation methods. …”
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Investigating Whether AI Will Replace Human Physicians and Understanding the Interplay of the Source of Consultation, Health-Related Stigma, and Explanations of Diagnoses on Patien... by Weiqi Guo, Yang Chen

“…MethodsA 3 (consultation source: AI vs human-involved AI vs human) × 2 (health-related stigma: low vs high) × 2 (diagnosis explanation: without vs with explanation) factorial experiment was conducted with 249 participants. …”
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Optic disc characteristics evaluated with swept source optical coherence tomography angiography (SS-OCTA) in nonarteritic anterior ischemic optic neuropathy (NAION): a cross-sectio... by Dazhuang Ren, Wenjing Li, Chang Li, Shu Yang, Cece Zhao, Xiaoyun Hou, Dongjun Xing, Rongguo Yu, Zhiqing Li

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Safety and efficacy of intraoperative radiation therapy using a low-energy X-ray source for resectable pancreatic cancer: an interim evaluation of an ongoing prospective phase II s... by Xingyun Chen, Shuo Li, Chuntao Gao, Wei Wang, Haorui Li, Yuxiao Liu, Rui Liu, Jihui Hao

“…To date, the application of IORT using a low-energy X-ray source has not been extensively investigated. Therefore, this study was conducted to evaluate the safety and efficacy of IORT using a 50 kV X-ray source in treating RPC. …”
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The Study of the International Law Commission on the “General Principles of Law” and an Evaluation of Current Developments by Mehmet Emin Büyük

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Evaluation of Cloud Masking Methods using Sentinel-2 Satellite Images on Google Earth Engine: A Case Study in Vietnam by Le Minh Hang, Bui Xuan Hung, Nguyen Thi Thu Nga, Mai Phuong Pham, Nguyen Quoc Khanh

“…In this paper, the authors build a program and evaluate the cloud masking methods on the GEE platform in Song Hinh district, Phu Yen province, which is situated in the South-Central Coast region of Central Vietnam. …”
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Evaluation of Coastal Sediment Dynamics Utilizing Natural Radionuclides and Validated In-Situ Radioanalytical Methods at Legrena Beach, Attica Region, Greece by Christos Tsabaris, Alicia Tejera, Ronald L. Koomans, Damien Pham van Bang, Abdelkader Hammouti, Dimitra Malliouri, Vasilios Kapsimalis, Pablo Martel, Ana C. Arriola-Velásquez, Stylianos Alexakis, Effrosyni G. Androulakaki, Georgios Eleftheriou, Kennedy Kilel, Christos Maramathas, Dionisis L. Patiris, Hannah Affum

“…This study was realized in the frame of an IAEA Coordinated Research Project for the evaluation of sediment dynamics, applying in-situ radiometric methods accompanied with a theoretical model. …”
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Evaluation of Genetic Diversity of Iranian Spring Wheat Cultivars under Salinity Stress at the Seedling Stage using Multivariate Statistical Methods by Ronak Talebi Qormik, Hadi Alipour, Reza Darvishzadeh

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Selection evaluation of in-situ exploitation of oil shale in Sinopec exploration areas and adjacent areas by GUO Xusheng, LI Wangpeng, SHEN Baojian, HU Zongquan, ZHAO Peirong, LI Maowen, GAO Bo, FENG Dongjun, LIU Yali, WU Xiaoling, SU Jianzheng

“…Based on the key factors restricting in-situ exploitation of oil shale in China and the heating method, four geological parameters, six engineering parameters, and classification evaluation limits were determined. …”
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Dual-environment feature fusion-based method for estimating building-scale population distributions by Guangyu Liu, Rui Li, Jing Xia, Zhaohui Liu, Jing Cai, Huayi Wu, Mingjun Peng

“…The estimated results of the DEFF were compared with those of the ablation experiments, as well as three publicly accessible population datasets, specifically LandScan, WorldPop, and GHS-POP, at the community scale. The evaluation results showed that DEFF had an [Formula: see text] of approximately 0.8, Mean Absolute Error (MAE) of approximately 1200, Root Mean Square Error (RMSE) of approximately 1700, and both Mean Absolute Percentage Error (MAPE) and Symmetric Mean Absolute Percentage Error (SMAPE) of approximately 26%, indicating an improved performance and verifying the validity of the proposed method for fine-scale population estimation.…”
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A Comprehensive Model for Quantifying, Predicting, and Evaluating Ship Emissions in Port Areas Using Novel Metrics and Machine Learning Methods by Filip Bojić, Anita Gudelj, Rino Bošnjak

“…To overcome the mentioned challenges, this research presents the PrE-PARE model, which enables the prediction, analysis, and risk evaluation of ship-sourced air pollution in port areas. …”
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Metal contamination in sediments of River Kalu, Maharashtra, India: Insights from pollution indices, health risk evaluation, and multivariate methods by Sayli Salgaonkar, Akshay Botle, Rahul Tiwari, Gayatri Barabde

“…The metal pollution of sediments of Kalu River in Maharashtra, India, was analyzed using pollution indices and multivariate methods, with health risk evaluation to gauge the carcinogenic and noncarcinogenic effects of metals on human population. …”
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Which performance indicators are used globally for evaluating healthcare in patients with a hip fracture?: a mixed methods systematic review by Veena Mazarello Paes, Andrew Ting, James Masters, Mahalia V. I. Paes, Elizabeth Tutton, Simon M. Graham, Matthew L. Costa, on behalf of the HIPCARE investigators*

“…Evidence was searched through 12 electronic databases and other sources. A Mixed Methods Appraisal Tool was used to assess methodological quality of studies meeting the inclusion criteria. …”
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Sources of medieval philosophy in "Trenos" Meletius Smotrytsky by Vitalii Shchepanskyi

“…In this article were analyzed medieval philosophical sources used by Meletius Smotrytsky for the philosophical and theological part of Trenos (1610), and was conducted the method of studying Trenos in historical and philosophical direction. …”
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Evaluation and estimation of changes in water quality using zoning map and researchers-developed software (case study: Pir-Bazar river) by Majid Homami, Seyed Ahmad Mirbagheri, Seyed Mehdi Borghei, Madjid Abbaspour

“…Materials and methods: The present study aimed at evaluating the eutrophication status and prediction of temporal-spatial changes in nutrients concentrations, such as ammonium-nitrogen (N-NH3), nitrate (N-NO3), total nitrogen (TN), phosphorous (PO4-3), TP, in the estuary of Pir-Bazar river as the main and most important stream feeding the Anzali International Wetland. …”
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Ruderal Habitats: A Source for Biomass and Biogas by Maciej Murawski, Wojciech Czekała, Leszek Majchrzak, Bogusława Waliszewska, Alicja Lerczak, Magdalena Janyszek-Sołtysiak, Magdalena Zborowska, Marta Cieślik, Agnieszka Sieradzka, Jacek Dach

“…The results confirm the potential of ruderal biomass as a diverse source for biogas production.…”
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Sources of characters useful for breeding in hulless barley by N. V. Tetyannikov, N. A. Bome

“…Therefore, the task of searching for and comprehensive studying of source material for hulless barley breeding is essential as the first step towards the development of high-yielding and adaptable cultivars.Materials and methods. …”
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Olive Residues as a Source of Bioactive Compounds by Carlos Alvarez, Margarita Gutierrez

“…The extraction method was decisive for the yield obtained, with the reflux system being highly efficient, and the antioxidant activity shows the potential of these wastes as a source of bioactive compounds of interest for possible reuse.…”
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Comprehensive evaluation of the nutritional value and contaminants of alfalfa (Medicago sativa L.) in China by Xiaoyan Zhu, Xiaoyan Zhu, Xiaoyan Zhu, Wenxue Chen, Mengyao Li, Boshuai Liu, Boshuai Liu, Boshuai Liu, Shumin Zhao, Menglin Hu, Jiajing Li, Defeng Li, Defeng Li, Defeng Li, Yinghua Shi, Yinghua Shi, Yinghua Shi, Hao Sun, Hao Sun, Hao Sun, Chengzhang Wang, Chengzhang Wang, Chengzhang Wang

“…Nutritional value analysis and contamination evaluation are essential for sustainable utilisation to ensure the quality and safety of alfalfa.AimWe aimed to evaluate the nutritional value and safety of alfalfa in five major regions in China—the Northeast Plain (NP), Inner Mongolia Plateau (IMP), Northwest Desert Oasis (NO), Loess Plateau (LP), and Huanghuaihai Plain (HP).MethodsNinety-five samples representing 44 large-scale pratacultural companies were collected and analysed.ResultsThe average nutritional values of alfalfa hay were 16.43% crude protein (CP), 44.01% neutral detergent fibre (NDF), 33.22% acid detergent fibre (ADF), 10.78% crude ash (Ash), and 91.90% dry matter (DM), which were better in the NO and IMP areas; in particular, the α-linolenic acid value of alfalfa was the highest in the IMP area (p < 0.05). …”
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How integrated knowledge translation worked to reduce federal policy barriers to the implementation of medication abortion in Canada: a realist evaluation by Sarah Munro, Kate Wahl, Sheila Dunn, Courtney Devane, Linda C. Li, Wendy V. Norman

“…To catalyze evidence-based regulatory change, we engaged health policy, health system, and health services decision makers, and health professional organizations in integrated knowledge translation (iKT), a research approach that engages the users of research as equal partners. Methods We conducted a realist evaluation of what iKT strategies worked, for whom, and in what context to impact federal mifepristone regulations. …”
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