“Locality – Adaptation” Research of Hydropower Resettlement Communities in the Jinsha River Basin: A Case Study of Ludila Hydropower Station by Fang WANG, Zhuoqi LI, Haoyi XU, Jiaqi YAN

“…At the settlement scale, the Mask Region-based Convolutional Neural Network (Mask R-CNN) deep learning model is utilized to identify architectural spatial features, categorizing three typical building types: traditional pitched-roof buildings, uniformly planned flat-roof buildings, and color steel plate-modified structures. Through multi-source data fusion (including remote sensing, demographic statistics, and compensation records) and field investigations, the research quantitatively analyzes the “locality – adaptation” reconstruction process of resettlement communities across the three spatial dimensions of living, production, and cultural spaces.Results1) Land cover evolution: Water storage of hydropower station inundates 37.12 km2 of land (including 21.61 km² of high-quality cultivated land), resulting in a loss of 43.68% of settlement production space. 2) Adjustment of architectural space: 65.8% of dwellings in the original villages are traditional timber-earth buildings with a tile roof, which adapt to the climate environment of concentrated rainfall and sufficient sunshine in the Jinsha River Basin. 48.7% of the resettlement sites adopt unified flat roof planning, and 51.3% realize functional optimization through self-construction or renovation, with the average renovation area reaching 230.9 m2. 3) Transformation of livelihood system: The annual compensation mechanism only restores 15.79% of the cultivated land allocation before resettlement, and the proportion of compensation income drops from 82.71% in the initial stage of relocation to 33.15% after long-term resettlement, driving the adjustment of crop structure to high value-added cash crops. 4) Cultural space reconstruction: In the context of the disappearance of traditional water transport functions, the three cultural relics reconstructed in different places show a symbolic turn. …”
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Application of a sEMG hand motion recognition method based on variational mode decomposition and ReliefF algorithm in rehabilitation medicine. by Yue Yuan

“…In recent years, surface electromyogram (sEMG) signals that directly reflect human motion information are ideal input sources for prosthetic control and rehabilitation. …”
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ARTIFICIAL INTELLIGENCE TECHNOLOGIES IN RESEARCH ACTIVITIES: OVERVIEW AND APPLICATION by Oksana Buinytska, Valeriia Smirnova

“…In these areas, the researchers analysed and selected AI-based tools that support the research process. …”

A GD-PSO Algorithm for Smart Transportation Supply Chain ABS Portfolio Optimization by Yingjia Sun, Hongfeng Ren

“…Especially, in the field of smart transportation, sources of underlying assets can always be complex, which may involve a variety of subdivision industries and regions. …”
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Rare pediatric retinal diseases: A review by Anand Vinekar, Wei-Chi Wu, Birgit Lorenz, Snehal Bavaskar, Audina Berrocal, Ashley Lopez-Cañizares, Nicholas Fung, Wai Ching Lam, Stephanie M.llop, Shwetha Mangalesh, Sengul Ozdek, Cynthia Toth

“…Additionally, references from these sources were reviewed and included if they provided pertinent information on the topic. …”
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Comparing the Transcriptomes of Two Different Tissues in Helicoverpa assulta (Guenée) by Hailing Zhang, Kuiyin Li, Yubo Zhang

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DIAGNOSING FAULTS IN THE TIMING SYSTEM OF A PASSENGER CAR SPARK IGNITION ENGINE USING THE BAYES CLASSIFIER AND ENTROPY OF VIBRATION SIGNALS by Piotr CZECH

“…At the moment, it is not yet possible to create a single procedure that would enable the construction of a properly functioning diagnostic system, regardless of the selected object to be diagnosed. …”
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Application of Artificial Intelligence in Acute Ischemic Stroke: A Scoping Review by JoonNyung Heo

“…Outcome prediction, the most explored category, includes studies predicting functional outcomes, mortality, and recurrence, often achieving high accuracy and outperforming traditional methods. …”
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Hydro- and deutero-deamination of primary amines using O-diphenylphosphinylhydroxylamine by Panpan Ma, Ting Guo, Hongjian Lu

“…By synergizing with site-selective C–H functionalization of primary aliphatic amines, our method reveals synthetic strategies utilizing nitrogen atom as a traceless directing group, encompassing deaminative alkylation, 1,1-deuteroalkylation, 1,1-dialkylation, 1,1,1-deuterodialkylation, C–H arylation, and 1,3-deuteroarylation. …”
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A Comparative Study on the Competencies of Ai-supported Translation Tools in Literary Translation by Erdinç Aslan

“…The study describes the translations of randomly selected words and expressions from the source text by human translators and AI-supported translation tools by comparing them based on Koller’s (2004, pp. 228–266) categories of equivalence.…”
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GWAS and WGCNA analysis uncover candidate genes associated with drought in Brassica juncea L. by Yusong Zhang, Yusong Zhang, Xiaoyan Yuan, Xiaoyan Yuan, Yunyun Zhang, Yunyun Zhang, Yanqing Luo, Yanqing Luo, Kaiqin Zhao, Kaiqin Zhao, Feng Zu, Feng Zu, Zhengshu Tian, Zhengshu Tian, Jinfeng Li, Jinfeng Li, Lifan Zhang, Lifan Zhang, Xiaoying He, Xiaoying He, Jinxiang Gao, Jinxiang Gao, Minglian Fu, Minglian Fu, Genze Li, Genze Li, Feihu Liu

“…To screen drought-tolerant germplasm resources and key functional genes related to drought tolerance in Brassica juncea L.(193 accessions), three treatments were applied at the germination and seedling stages:control(CK), moderate drought stress (M), and severe drought stress (S). …”
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Unravelling the Impact of an Additional Sex Chromosome in an Adult Female by Sigin George, Vikas Dagar, Barun Kumar Chakrabarty, N. Nagaraja

“…Chromosomal microarray, which is a more expensive test, substantiated the presence of additional X chromosomes but failed to detect the presence of low level of mosaicism. Our case study emphasised the recommendation of performing a strategy-based cost-effective cytogenetic evaluation of all cases of decreased ovarian reserve or low anti-Müllerian hormone levels in a resource-constrained setting. …”
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Recapitulating the bone extracellular matrix through 3D bioprinting using various crosslinking chemistries by Laurens Parmentier, Edward Vermeersch, Sandra Van Vlierberghe

“…Natural polymer hydrogel matrices are favorably selected as part of many bioinks thanks to their level of mimicry with the bone osteoid matrix. …”
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Advancing Predictive Healthcare: A Systematic Review of Transformer Models in Electronic Health Records by Azza Mohamed, Reem AlAleeli, Khaled Shaalan

“…Notably, case studies demonstrated a 30% boost in entity recognition accuracy in clinical notes and a 90% detection rate for malignancies in medical imaging. …”
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LH Gene Cloning, Sequence Feature Analysis and Prokaryotic Expression in Conger myriaster by Yan CHEN, Bao SHI, Chenggang WANG, Wanjun BO, Kewen YAN, Meijun TAO, Xinyu ZHAO, Xiaodong MA

“…Conger myriaster is an economic valuable fishery resources in the seas surrounding China, Korea, and Japan. …”
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Fat globule size distribution in commercial ice cream determined through ideal application of the laser diffraction technique by Rafael A. Garcia, Faith Olszewski, Benjamin M. Plumier

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Simplifying Stem Cell Therapy for IRs: Exploring New Horizons in Interventional Radiology and Cell Therapy by Hossein Ghanaati, Maedeh Rouzbahani

“…This article aims to familiarize interventionalists with stem cells and provide them with a clear and helpful explanation of their functions, mechanisms of action, different sources, and other relevant aspects. …”
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A Study of the Reflection of Qur'anic Verses in Mihrab Carpets of the Safavid Period by Elaheh Panjahbashi, Rana Mohammadzadeh

“…And how do the inscriptions relate to the visual motifs and designs? Relying on library sources and image analysis, and using a historical-descriptive method, the research finds that the content of the inscriptions-such as specific verses and dhikr formulas-functions in harmony with the architectural and floral elements of the mihrab-shaped carpets. …”
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Learning styles-based approach for enhanced e-resource integration in ecological education by Tetiana M. Derkach, Tetiana V. Starova, Alexander V. Krajnikov

“…Through balanced development of different cognitive functions, students become more adaptable to technological advancement, open to diverse information sources, and capable of processing information without resistance - key competencies for transformation toward sustainability. …”
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How much does a disrupted mitochondrial network influence neuronal dysfunction? by Zofia MA Chrzanowska‐Lightowlers, Robert N Lightowlers

“…This ensures all tissues have an adequate energy supply and underlines the need for a fully functional mitochondrial network. Since mitochondrial biogenesis and maintenance require components from two genetic sources, mitochondrial diseases can result from mutations in either the nuclear or the mitochondrial genome (mtDNA). …”
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