In situ photothermal catalytic cell for X-ray absorption fine structure spectroscopy measurement by Bingbao Mei, Di Shen, Yao Wei, Jingyuan Ma, Fanfei Sun

“…Understanding the intrinsic reaction dynamics and structural evolution during the photothermal catalytic process is crucial for the design of effective photothermal devices and catalysts, as well as for optimizing photothermal performance. In situ X-ray absorption fine structure (XAFS) spectroscopy under operational conditions provides a powerful tool for revealing deep insights into atomic and electronic structures. …”
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548 Plain language summaries (PLS): Practices, limitations, and strategies by Aleeyaa Alam, Araksi Terteryan, Nancy Pire-Smerkanich

“…Methods/Study Population: A systematic search was conducted using databases such as PubMed and Google Scholar, employing key search terms like “plain language summaries,” “scientific communication,” “health literacy,” “patient education,” “knowledge translation,” “accessibility in research,” “public engagement,” “lay-person,” and “lay summaries.” …”
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Imageless optical navigation system is clinically valid for total knee arthroplasty by Taylor B. Winberg, Sheila Wang, James L. Howard

“…Achieving optimal implant position and orientation during total knee arthroplasty (TKA) is a pivotal factor in long-term survival. …”
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Decision-making using quasirung orthopair fuzzy exponential aggregation operators for carbon capture technology selection by Faiz Muhammad Khan, Muhammad Rahim, Noor Alam, Mohammad Rais Ahmad

“…Due to the multifaceted nature of the influencing factors, a robust and systematic approach is essential for identifying the most effective solution. …”
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Preventing Terrorism by Strengthening Community Based Ecosystem in Bali Province by Firstyarinda Valentina Indraswari, Wishnu Mahendra Wiswayana, Arief Setiawan, Krisda Thezza Lourencya Siahaan, Ni Putu Rianti Sukma Nanda

“…With its indigenous, the local government not only optimizing its agencies but also build a cooperation with the local structure of governance which has built before Indonesia exist. …”
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Three-Dimensional Stability Lobe Construction for Face Milling of Thin-Wall Components with Position-Dependent Dynamics and Process Damping by Jinjie Jia, Lixue Chen, Wenyuan Song, Mingcong Huang

“…The results reveal that process damping significantly suppresses chatter at low spindle speeds, while regenerative effects dominate instability at higher speeds. This work provides a systematic framework for optimizing machining parameters in thin-walled component manufacturing, offering improved accuracy in stability prediction compared to traditional two-dimensional SLD methods. …”
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Meta-Analysis of the Effects of Core Stability Training on 50-Meter Freestyle Performance in Men and Women by Sebastián Rodríguez, Catalina León-Prieto, María Fernanda Rodríguez Jaime, Alejandra Noguera Peña

“…The 50-meter freestyle is a key performance test in swimming, and understanding the impact of CST on this specific event is essential for optimizing training programs. …”
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Multiple Signals Can Be Integrated into Pathways of Blue-Light-Mediated Floral Transition: Possible Explanations on Diverse Flowering Responses to Blue Light Manipulation by Yun Kong, Youbin Zheng

“…Furthermore, this review proposes a conceptual framework for optimizing BL-based lighting strategies and exploring underexamined interaction factors in the regulation of flowering.…”
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MODERN APPROACHES TO THE TREATMENT OF LONG BONE FRACTURES by Serhii V. Kudas

“…Surgical management demonstrated a significantly higher union rate (90–95% within 3–4 months), lower complication rates (3–5%), and a notably shorter period of immobilization and work disability (approximately 30 days). …”
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The Importance of Implementing Environment, Social and Government (ESG) and Maqasid Sharia-Based Islamic Finance in Islamic Bank by Fitriyana Agustin, Ridan Muhtadi, Sakinah Sahal

“…The research method uses a type of Systematic Review with a mixed method of literature search which is carried out both in qualitative and quantitative research. …”
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Navigating the Dynamics: Modeling of Wave Propagation at Taiping Bay Port for Enhanced Design and Management by Dachuan He, Xi Zhang, Yakun Liu, Zhi Chen, Xiangjun Nie, Ke Wang

“…This study presents a systematic analysis of wave propagation dynamics at Taiping Bay Port in Dalian, characterized by its deep navigation channel, narrow port entrance, and complex bathymetric features. …”
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Non-stoichiometry in SnS: How it affects thin-film morphology and electrical properties by Taichi Nogami, Issei Suzuki, Daiki Motai, Hiroshi Tanimura, Tetsu Ichitsubo, Takahisa Omata

“…Systematic characterization revealed that non-stoichiometry on the S-rich side led to a marked increase in the carrier density of p-type conduction, which was attributed to the formation of intrinsic acceptor-type defects. …”
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Fabrication of Cu-Doped Diamond-like Carbon Film for Improving Sealing Performance of Hydraulic Cylinder of Shearers by Yanrong Yang, Xiang Yu, Zhiyan Zhao, Lei Zhang

“…This work attempts to conduct a systematic investigation of Cu-doped diamond-like carbon (Cu-DLC) film to improve the seal performance. …”
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Novel Data-Driven PDF Modeling in FGM Method Based on Sparse Turbulent Flame Data by Guihua Zhang, Jiayue Liu, Yuxin Wu, Guangxi Yue

“…However, the model’s ability to capture turbulent combustion interactions is limited by the shape of the presumed probability density function (PDF) of the mixture fraction and progress variable. To construct a conditional <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>β</mi></mrow></semantics></math></inline-formula> PDF with better performance, a systematic PDF modeling and analysis framework coupled with machine learning methods based on the sparse experimental data was proposed. …”
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Predicting the Tensile Strength of Plant Leaves Based on GA-SVM by Wei Chang, Meihong Liu, Yayu Huang, Junjie Lei, Kai Wu

“…Subsequently, correlation analysis is performed on the characteristic indicators, followed by dimensionality reduction using principal component analysis (PCA). A genetic algorithm (GA) is then applied to optimize the structural parameters of the support vector machine (SVM), establishing a GA-SVM-based predictive model for the tensile strength of plant leaves. …”
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Hybrid Random Feature Selection and Recurrent Neural Network for Diabetes Prediction by Oyebayo Ridwan Olaniran, Aliu Omotayo Sikiru, Jeza Allohibi, Abdulmajeed Atiah Alharbi, Nada MohammedSaeed Alharbi

“…A systematic simulation study conducted reveals that feature selection proportion critically impacts generalization: mid-range values (0.5–0.8 for LSTM; 0.6–0.8 for BiLSTM) optimize performance, while values close to 1 induce overfitting. …”
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Multi-Fidelity Machine Learning for Identifying Thermal Insulation Integrity of Liquefied Natural Gas Storage Tanks by Wei Lin, Meitao Zou, Mingrui Zhao, Jiaqi Chang, Xiongyao Xie

“…Three machine learning algorithms—Multilayer Perceptron, Random Forest, and Extreme Gradient Boosting—were evaluated to determine the optimal implementation. This approach provides a reliable method for the real-time monitoring of thermal insulation integrity in liquefied natural gas storage tanks, contributing to improved industrial safety and operational efficiency.…”
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Surface Resistivity Correlation to Nano-Defects in Laser Powder Bed Fused Molybdenum (Mo)-Silicon Carbide (SiC) Alloys by Andrew Mason, Larry Burggraf, Ryan Kemnitz, Nate Ellsworth

“…Through systematic investigation of particle size effects on both microscale and nanoscale properties, our findings suggest that optimized nanoparticle addition could become a universal strategy for enhancing LB-PBF processing of refractory metals, particularly in applications requiring enhanced mechanical and electrical performance.…”
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Knowledge domain and trends in acupuncture for stroke research based on bibliometric analysis by Hongdong Hao, Yifang Xing, Jiashu Chen, Haijun Wang, Aiai Dong, Hai-Xin Liu

“…By delineating the knowledge landscape, it contributes to refining research hypotheses and optimizing the clinical application of acupuncture in stroke recovery.Systematic review registrationhttps://inplasy.com/, INPLASY202530038.…”
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Formation and Characterization of Aroma Compounds in Camembert Cheese by Bruna Fernanda Damasceno Ramirez, Gustavo Aparecido Martins, Juliano Lemos Bicas, Mário Roberto Maróstica Júnior

“…This review explores the synergistic roles of microbial communities, enzymatic activity, and environmental conditions in volatile compound formation. A systematic literature review was conducted using Scopus, Web of Science, and Google Scholar to analyze the classification of volatile compounds, biochemical pathways of aroma formation, and microbial contributions. …”
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