Recent advances in photocatalytic degradation of persistent organic pollutants: Mechanisms, challenges, and modification strategies by Pavithra Swaminaathan, A. Saravanan, P.R. Yaashikaa, A.S. Vickram

“…Finally, this analysis calls for novel materials and optimization techniques to overcome existing constraints and enhance the effectiveness of POP removal, highlighting future directions for photocatalyst research.…”
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The Use of Machine Learning for Analyzing Real-World Data in Disease Prediction and Management: Systematic Review by Norah Hamad Alhumaidi, Doni Dermawan, Hanin Farhana Kamaruzaman, Nasser Alotaiq

“…ObjectiveThis systematic review aims to examine the use of ML for analyzing RWD in disease prediction and management, identifying the most commonly used ML methods, prevalent disease types, study designs, and the sources of real-world evidence (RWE). …”
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Image acquisition technology for unmanned aerial vehicles based on YOLO - Illustrated by the case of wind turbine blade inspection by Zhenjun Dai

“…Wind energy, as a renewable energy source, is becoming increasingly important. The maintenance and damage detection of wind turbine blades are particularly crucial. …”
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Assessment of the Solar Potential of Buildings Based on Photogrammetric Data by Paulina Jaczewska, Hubert Sybilski, Marlena Tywonek

“…The proposed algorithm enabled assessing the efficiency of photovoltaic panels and comparing the results of maps of the solar potential of buildings, as well as identifying the areas that require optimization. The results of the analysis, which had been conducted in the test areas in the village and on the campus of the university, confirmed the usefulness of the above proposed methods. …”
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Monitoring Strategies in Information and Analytical Support of the Presidendcy in Times of War by Hlushchuk Yevheniia

“…The in effectiveness of the development of unified monitoring strategies is substantiated, taking into account the variability and constant changes in the dynamics of the information space associated with military operations, therefore a situational approach with a combination of appropriate methods is preferred.…”
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Advancements and trends in vehicle sound package for noise control: A comprehensive review by Yifeng Fu, Xiao Wang

“…To enhance vehicle sound package performance, both experimental and numerical methods, such as finite element analysis (FEA) and statistical energy analysis (SEA), artificial intelligence (AI)-driven optimization are employed in academic research, while the industrial development process often involves a more intricate and practical approach. …”
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FEATURES OF THE STRUCTURE OF NEW GENERATION CONCRETE WITH THE USAGE OF ARTIFICIALLY-PRODUCED MATERIALS by A. D. Tolstoy, V. S. Lesovik, A. S. Milkina

“…The literary sources’ analysis was made in the scientific and technical library of the Belgorod State Technological University named after V. …”
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Soluble TIM-3, likely produced by myeloid cells, predicts resistance to immune checkpoint inhibitors in metastatic clear cell renal cell carcinoma by Ivan Pourmir, Nadine Benhamouda, Thi Tran, Hugo Roux, Joséphine Pineau, Alain Gey, Andyara Munoz, Nesrine Mabrouk, Nicolas Epaillard, Virginie Verkarre, Yann-Alexandre Vano, Eric Tartour, Stéphane Oudard

“…We assess soluble TIM-3 (sTIM-3) in the plasma of mccRCC patients as a potential theranostic biomarker, as well as its source and biological significance. Methods We analyzed the association between sTIM-3 and overall survival (OS), tumor response, and common clinical and biological factors in two mccRCC cohorts treated with anti-PD-1 (nivolumab, n = 27), anti-PD-1 or anti-PD-1 + anti-CTLA-4 (nivolumab + ipilimumab – N + I, n = 124). …”
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Water Supply Reliability in Maweizao Irrigation Area Based on GIS by FU Jian-jun, LI Yun-qi, YUAN Li, CHEN Peng, GONG Rou-yan

“…The FAO Penman-Monteith method and water balance method were then used to calculate the crop water requirements and net irrigation water requirements for rice. …”
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Small but mighty: the power of microcrystals in structural biology by Courtney J. Tremlett, Jack Stubbs, William S. Stuart, Patrick D. Shaw Stewart, Jonathan West, Allen M. Orville, Ivo Tews, Nicholas J. Harmer

“…Reproducibly preparing small crystals, especially from samples that typically yield larger crystals, requires considerable effort, as no one singular approach guarantees optimal crystals for every technique. This review discusses methods for generating such small crystals, including mechanical crushing and batch crystallization with seeding, and evaluates their compatibility with microcrystal data-collection modalities. …”
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The meningo-orbital band from an endoscopic transorbital approach: an anatomical study by Roberto Manfrellotti, Dario Gagliano, Roberta Costanzo, Roberta Costanzo, Alejandra Mosteiro, Marta Codes Méndez, Doriam Perera Valdivia, Nikolay Lasunin, Carlo Giorgio Giussani, Giorgio Giovanni Carrabba, Joaquim Enseñat, Alberto Di Somma, Alberto Prats-Galino

“…The specimens were preserved using a Cambridge solution for optimal fixation. An endoscopic transorbital approach (ETOA) was used to isolate the meningo-orbital band (MOB). …”
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Abstract 097: Un‐stumped by Carotid Stump Syndrome: Use of External Carotid Stenting in Preventing Ischemic Stroke by Clinton Ehidom, Giana Dawod, Paulina Díaz, Paul Wechsler, Sarah Parauda, Jared Knopman, Neal Parikh

“…By coiling the stump, we addressed a possible source of emboli, and stenting of the proximal external carotid optimized anterograde flow and prevented further atheroembolism. …”
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A Progressive Spectral Correction and Spatial Compensation Network for Pansharpening by Rixian Liu, Hangyuan Lu, Biwei Chi, Yong Yang, Shuying Huang

“…Current pansharpening methods often overlook the significant modality differences between source images and lack interaction between them, resulting in spatial-spectral distortions. …”
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Transfer Learning-Based Interpretable Soil Lead Prediction in the Gejiu Mining Area, Yunnan by Ping He, Xianfeng Cheng, Xingping Wen, Yan Yi, Zailin Chen, Yu Chen

“…SHAP analysis showed that the model retained key pH-related wavelengths (550–750 nm and 1600–1700 nm) while optimizing Pb-related wavelengths (e.g., 919 nm and 959 nm). …”
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Weibull-Type Incubation Period and Time of Exposure Using <i>γ</i>-Divergence by Daisuke Yoneoka, Takayuki Kawashima, Yuta Tanoue, Shuhei Nomura, Akifumi Eguchi

“…To address this challenge, we introduce a robust estimation framework based on a three-parameter Weibull distribution in which the location parameter naturally corresponds to the unknown exposure time. Our method employs a <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mi>γ</mi></semantics></math></inline-formula>-divergence criterion—a robust generalization of the standard cross-entropy criterion—optimized via a tailored majorization–minimization (MM) algorithm designed to guarantee a monotonic decrease in the objective function despite the non-convexity typically present in robust formulations. …”
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Python algorithm package for automated Estimation of major legume root traits using two dimensional images by Amit Ghimire, Yong Suk Chung, Sungmoon Jeong, Yoonha Kim

“…Four different thresholding methods; Otsu, Gaussian adaptive, mean adaptive and triangle threshold were used to know the effect of thresholding in root trait estimation and to optimize the accuracy of root trait estimation. …”
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Spatio-temporal evolution characteristics and influencing factors of environmental welfare performance in Chinese cities by Yipeng Zhang, Meixia Wang

“…Finally, empirical testing of the factors influencing EWP is conducted using spatial econometric methods.ResultsThe overall level of EWP in 240 Chinese cities from 2004 to 2019 is relatively low, but it generally shows a wavy upward trend. …”
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Collaborative filtering based on GNN with attribute fusion and broad attention by MingXue Liu, Min Wang, Baolei Li, Qi Zhong

“…In recent years, graph neural networks (GNN) based CF models have effectively addressed the limitations of nonlinearity and higher-order feature interactions in traditional recommendation methods, such as matrix decomposition-based methods and factorization machine approaches, achieving excellent recommendation performance. …”
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Self-regulation as a context of critical thinking in cyberpolice officers by О. V. Medvedieva

“…The following methodological tools were used: test of critical thinking, methods of self-management research, methods of diagnostics of regulation focus. …”
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Control system of an electric heater using a thyristor switch by O.M. Yevseienko, A.I. Gapon

“…This paper analyzes the advantages and disadvantages of different control strategies for managing both low- and high-power heaters. A review of sources highlights the widespread use of electric heaters in many fields to ensure optimal temperature conditions – in heating systems, production and technological processes, as well as to enhance comfort and safety in both domestic and industrial settings. …”
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