The development of the Polish version of the Compassionate Engagement and Action Scales. by Mariusz Zięba, Julia E Wahl, Mateusz P Zatorski, Paul Gilbert

“…Notably, tests of validity-including correlations with emotion regulation, well-being, and attachment styles-highlighted distinct patterns for the three flows of compassion, underscoring their conceptual independence. …”
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Optimizing HVAC energy efficiency in low-energy buildings: a comparative analysis of reinforcement learning control strategies under Tehran climate conditions by Mohammad Anvar Adibhesami, Amir Hassanzadeh

“…Model B consisted of a deep convolutional network architecture with 256 neurons in each hidden layer, employing rectified linear units as activation functions and the Adam optimizer at a learning rate of 0.001. …”
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Identifying Prolonged Zero Value Periods as Part of Quality Control on Daily Rainfall Records in East Java, Indonesia by Dinda Rosyia Wibawanty, I Putu Santikayasa, Supari

“…The Affinity Index quantifies the agreement of rain and non-rain events between two meteorological stations, functioning as a metric to evaluate the similarity of their rainfall patterns. …”
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Graph Neural Network With Hessian-Based Locally Linear Embedding for Cancer Metastasis Analysis in Lymph Nodes Using DeepLab Segmentation by Senthil Jayapal, R. Annamalai

“…These features are then inputted into a GNN, which utilizes the graph structure to identify and analyze metastatic patterns. The method was tested on the CAMELYON17 dataset, which contains of imaging data from patients with dissimilar stages of cancer. …”
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Nonlinear Fluctuations in the Cryptocurrency Market: The Modern Approaches to Analysis and Forecasting by Kochorba Valeriia Yu.

“…Special attention is paid to identifying cyclical patterns and factors determining price dynamics. A SWOT analysis of the market was conducted, which allowed systematizing internal strengths and weaknesses, as well as external opportunities and threats. …”
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Speech and swallowing characteristics in patients with facioscapulohumeral muscular dystrophy by Vanessa Brzoskowski dos SANTOS, Jonas Alex Morales SAUTE, Laís Alves JACINTO-SCUDEIRO, Annelise AYRES, Rafaela Soares RECH, Alcyr Alves de OLIVEIRA, Maira Rozenfeld OLCHIK

“…Objective: To investigate speech and swallowing patterns in FSHD and assess the correlation with clinical data. …”
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Soil microbiome transplantation to enhance the drought response of Salvia officinalis L. by Renée Abou Jaoudé, Francesca Luziatelli, Anna Grazia Ficca, Maurizio Ruzzi

“…Furthermore, distinct stomatal conductance patterns were observed in plants inoculated with microbiomes from PJ and PL, indicating altered responses to drought stress. …”
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FSProtoTransfer: Synergizing Few-Shot, Prototypical Networks, and Transfer Learning for Intrusion Detection in VANETs by Ayesha Dina, Colby Edell, Karim Elish, Arijet Sarker

“…The first phase utilizes self-supervised learning to extract latent patterns and robust representations from unlabeled data. …”
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Recognition and Evaluation of Architectural Heritage Value in Fujian Overseas Chinese New Villages by Jing Hu, Hanyi Wu, Fan Huo, Zhihong Chen

“…Three primary findings emerged: (1) Spatial distribution patterns revealed core-periphery clustering characteristics, with Xiamen and Zhangzhou forming high-density cores (23.5% concentration ratio) showing KDE values of 4.138–4.976, reflecting historical migration networks and policy-driven site selection logic. (2) Heritage values were categorized into seven dimensions, with historical significance (0.2904), artistic merit (0.1602), and functional utility (0.1638) identified as primary value drivers. (3) A four-tier evaluation system quantified heritage significance through weighted indices, demonstrating 53.89% dominance of intrinsic value components, with historical and cultural factors contributing 29.04% and 18.52% respectively. …”
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Brain inspired iontronic fluidic memristive and memcapacitive device for self-powered electronics by Muhammad Umair Khan, Bilal Hassan, Anas Alazzam, Shimaa Eissa, Baker Mohammad

“…Our IFM successfully replicates diverse electric pulse patterns, making it highly suitable for neuromorphic computing. …”
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Genome-wide Identification, Characterization, and Expression Analysis of NHX Genes in Phaseolus vulgaris L. under Salt Stress: An In Silico Approach by Edinara Maria Barbosa, Jardel de Oliveira, Tiago Benedito dos Santos, Silvia Graciele Hülse de Souza

“…Methods: This study aimed to identify and characterize NHX genes in P. vulgaris L. using a genome-wide analysis approach conducted in silico. The common bean genome revealed nine putative PvNHX genes, and their subcellular localization, phylogenetic relationship, cis-regulatory elements, conserved motifs identification, chromosomal location, expression patterns, and interaction networks were analyzed. …”
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Factors Associated With Frailty Clinic Utilization by High‐Need High‐Risk Older Adult Veterans by Marianne Desir, Fei Tang, Carlos Gomez‐Orozco, Stuti Dang

“…We aimed to identify patient characteristics associated with participation in an outpatient frailty clinic intervention. Methods We conducted a retrospective study of high‐need high‐risk older adult patients who were offered a frailty clinic intervention designed to assess and address their medical, functional, psychological, and social needs (FIT clinic). …”
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Marinyo as a medium of traditional communication in the digital era: hybridization, opinion leadership, and cultural sustainability in Ambonese society by Rido Latuheru, Tuti Bahfiarti, Alem Febri Sonni

“…The study identifies two distinct hybridization patterns: a Divergent Hybridization Model, characterized by functional bifurcation between administrative-digital and ceremonial-traditional channels, and a Convergent Hybridization Model, marked by organic integration of traditional and digital elements. …”
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Nutritional interventions in muscle hypertrophy research: a scientometric analysis within the context of resistance training (1992–2025) by Wei Chen

“…Collectively, these methods facilitated the identification of high-frequency keywords, hotspot transitions, collaborative patterns, and underexplored thematic gaps. Results The results indicate that: (1) the combination of protein supplementation and resistance training represents the most prominent intervention strategy; (2) a stable tripartite research model has emerged, centering on the interaction among training, nutrition, and structural adaptation; (3) the thematic focus has gradually shifted from molecular mechanisms toward practical applications, emphasizing issues such as aging and functional improvement; and (4) notable research gaps remain, particularly the underrepresentation of women and Asian populations, insufficient attention to recovery, metabolism, and periodized nutrition, and the lack of a systematic framework for individualized interventions. …”
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Cheating Detection in Online Exams Using Deep Learning and Machine Learning by Bahaddin Erdem, Murat Karabatak

“…This study aims to identify the best deep learning and machine learning models to identify the unethical behavior patterns of learners using distance education exam data of an educational institution. …”
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Comparative Analysis of Modulation Strategies for Indirect Matrix Converter Based on RMS Value of Common-mode Voltage by HUANG Linfeng, BAI Huan, YOU Shuai, WEN Liang, ZHANG Cheng, ZHANG Yanlei

“…By modeling the effective value (root mean square, rms) of output common-mode voltages, which incorporates the influence of voltage transfer ratios on these values, a quantitative analysis was conducted to explore the variation patterns of the rms value of common-mode voltages. …”
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Test–retest reliability and validity in lower limb proprioception tests using image capture technique in healthy adults by Aisuke Takahashi, Hikaru Kawana, Katsuhiro Furukawa

“…Moreover, the multi-joint TDPM, distinguished into lower limb flexion and extension patterns, was additionally performed. These measurements were repeated 1 week later. …”
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Comprehensive GWAS and Transcriptome Analysis Discovered Candidate Gene Associated with Starch Pasting Properties of Temperate japonica rice (Oryza sativa L.) by Yoon Kyung Lee, Su Jang, Jihwan Im, Hee-Jong Koh

“…Genome-wide association studies conducted for two years identified 59 significant lead SNPs. …”
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Dynamic Response and Computational Modeling of Truss-Reinforced Phosphogypsum-Concrete Composite Slabs Subjected to Impact Loading: A Parametric Finite Element Analysis by Lirong Sha, Yan Han, Lijie Zhang

“…Notably, PG addition effectively suppressed crack propagation, transitioning failure modes from radial fracture patterns to localized mid-span damage. Finite element modeling ABAQUS (2022) validated experimental observations, demonstrating strong agreement. …”
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Eye Tracking in Neuropsychological Research of Visual Gnosis Features in Children with Hearing Impairment by Y.K. Smirnova, Ju.E. Grigorova, L.N. Gordeeva

“…Features of the visual search strategy are observed in the number of switches, fixation time, and patterns of gaze transitions between areas of interest. …”
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