Quantum-Inspired Data Embedding for Unlabeled Data in Sparse Environments: A Theoretical Framework for Improved Semi-Supervised Learning without Hardware Dependence by Shawn Ray

“…Emulating quantum superposition encodes each data point as a probabilistic amalgamation of multiple feature states, facilitating a richer, multidimensional representation of underlying structures and patterns. Additionally, quantum-inspired entanglement mechanisms are harnessed to model intricate dependencies between labeled and unlabeled data, promoting enhanced knowledge transfer and structural inference within the learning paradigm. …”
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Geophysical Characterization of São José do Vale do Rio Preto to Identify Uranium Occurrences in Groundwater, Southeast of Brazil by JUAREZ LOURENÇO, FELIPE FRAIFELD, NICOLAS R. HISPAGNOL, GIOVANNI C. STAEL

“…Advanced geophysical techniques were employed, including gamma-ray spectrometry to assess radioelement concentrations and magnetometry to map structural directions in the area. The study mapped contamination patterns both on the surface and subsurface, establishing a precise correlation between groundwater flow dynamics and the influence of the Central Tectonic Boundary (CTB), a significant transpressive shear zone affecting the regional geological structure. …”
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Pedagogical models of blended learning: On the experience of Russian and foreign practice of design and implementation by T. Yu. Pletyago, A. S. Ostapenko, S. N. Antonova

“…Thereby, to interpret and evaluate the pedagogical potential for blended learning models implementation in higher education environment is regarded as foremost.The aim of the article is to theoretically and practically provide rationale for the efficiency of structural and functional content of the existing blended learning models that designate specific patterns for education management in Russian and foreign universities.Methodology and research methods. …”
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Identification of novel cyclin-dependent kinase 4/6 inhibitors from marine natural products. by Abhijit Debnath, Rupa Mazumder, Anil Kumar Singh, Rajesh Kumar Singh

“…Based on these results, six top-scoring compounds were selected for comprehensive 500 nanosecond all-atom molecular dynamics simulations to evaluate their structural stability and interactions with CDK4/6. …”
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Crisis, Identity, and Intoxication: Youth Drug Abuse and Socio-Economic Marginalization in Post-2000s Zimbabwe by Ruvimbo Nyatsanza, Farai Tendai Nyoni, Takudzwa Chiremba

“…This study aims to examine emerging trends in substance abuse practices among young people and to evaluate the effectiveness of existing intervention measures. …”
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Evolution characteristics and invulnerability simulation analysis of global zirconium ore trade network by Fanjie Luo, Wei Liu, Mao Xu, Qunyi Liu, Junbo Wang

“…This study constructs the international zircon ore trade network from 2013 to 2022, analyzes its structural evolution at both the network and node levels, and evaluates its robustness in 2022 using five attack strategies: random node removal, random edge removal, edge degradation, targeted removal based on node degree, and targeted removal based on node betweenness centrality. …”
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Macroscopic and microscopic characteristics of nanosilica sol-based composite grout in sealing fractured argillaceous rock: A comparative study with silica sol and cement slurry by Zhe Xiang, Nong Zhang, Dongjiang Pan, Zhengzheng Xie, Peng Wang, Dongxu Liang

“…The research results show that, for composite grouting (1) The porosity and sealing of the grout-rock cementitious body decrease with increasing particle size of the rock blocks, with a minimum permeability coefficient of 2.34 × 10−8 cm/s; (2) The presence and distribution pattern of multi-level pores of grout in rock fractures can be evaluated using the T2 spectrum of nuclear magnetic resonance (NMR). …”
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Stability Assessment of Hazardous Rock Masses and Rockfall Trajectory Prediction Using LiDAR Point Clouds by Rao Zhu, Yonghua Xia, Shucai Zhang, Yingke Wang

“…It integrates centimeter-level point-cloud data collected by a DJI Matrice 350 RTK equipped with a Zenmuse L2 airborne LiDAR (Light Detection And Ranging) sensor with detailed structural-joint survey data. First, qualitative structural interpretation is conducted with stereographic projection. …”
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Immunoinformatic development of a multiepitope messenger RNA vaccine targeting lipoate protein ligase and dihydrolipoamide dehydrogenase proteins of Mycoplasma bovis in cattle by Dhafer Rasheed Al-Fetly, Dhama Alsallami, Amjed Alsultan

“…T- and B-cell epitopes were predicted using Immune Epitope Database and evaluated for antigenicity, allergenicity, toxicity, and conservancy. …”
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Repairing high-strength concrete two-way solid slabs exposed to elevated temperature using NSM-CFRP ropes by Ahmed Ashteyat, Mousa Shhabat, Ibrahim Al-Hazmi

“…The study examined three primary variables: the number of CFRP ropes (2 or 3), their orientation angles (0° or 45°), and their configuration patterns (radial star or concentric squares). The key performance indicators evaluated included load capacity, failure modes, stiffness, and ductility. …”
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Beyond distress: a sequential quantitative investigation of MBSR through a dual-factor model of mental health in college students by Ding-Zhong Huang, Rohani Ismail, Kar Kheng Yeoh, Affizal Ahmad

“…Psychological distress showed more variable patterns, with no significant between-group differences observed.…”
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Measuring gender-based violence risk mitigation in humanitarian settings: results from a comprehensive desk review and systematic mapping by Vandana Sharma, Emily Ausubel, Christine Heckman, Meredith Blake, Jocelyn TD Kelly, Emma Kenny, Sonia Rastogi

“…Objectives To systematically document measurement approaches used in the monitoring and evaluation of gender-based violence (GBV) risk mitigation activities, categorise the types of available literature produced by sector, identify existing tools and measures and identify knowledge gaps within the humanitarian sector.Design Systematic mapping and in-depth review.Data sources: Pubmed, Global Health, PsychInfo, ReliefWeb, OpenGrey (grey literature), Google Scholar, Web of Science (Social Science Index)Eligibility criteria: a structured search strategy was systematically applied to 17 databases as well as registers, websites and other resources to identify materials published between 1 January 2005 and 15 May 2019.Data extraction and synthesis: Those resources that met the inclusion criteria underwent a comprehensive full-text review. …”
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Anatomical considerations for thread-based brow lifting and wrinkle treatment by Gi-Woong Hong, Jovian Wan, Song-Eun Yoon, Sky Wong, Kyu-Ho Yi

“…Additionally, the review emphasizes the significance of preoperative assessment, especially the evaluation of tissue mobility and adhesion patterns, in predicting procedural success. …”
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Research on load labeling method for big data in novel power system by ZHANG Ximing, XU Huan, YANG Qiuyong

“…Unique evaluation indicators are also identified to measure the performance of the composite dataset. …”
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Pathways to optimising antibiotic use in rural China: identifying key determinants in community and clinical settings, a mixed methods study protocol by Helen Lambert, Rui Feng, Jing Chai, Caroline Coope, Jing Cheng, Isabel Oliver, DeBin Wang, Alasdair MacGowan, Matthew Hickman, Christie Cabral, Linhai Zhao, Rachel Marie Kwiatkowska, Meixuan Chen, Karen Bowker, Jilu Shen, XingRong Shen, Paul Kadetz

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Research on deep learning model for stock prediction by integrating frequency domain and time series features by Wenjie Sun, Jianhua Mei, Shengrui Liu, Chunhong Yuan, Jiaxuan Zhao

“…Most existing models can only process single temporal features, failing to capture multi-scale temporal patterns and latent cyclical components embedded in price fluctuations, while also neglecting the interactions between different stocks–resulting in predictions that lack accuracy and stability. …”
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Mapping the Process of Engagement With Digital Health Interventions: A Cross-Case Synthesis by Madison Milne-Ives, PhD, Sophie R. Homer, PhD, Jackie Andrade, PhD, Edward Meinert, PhD

“…Results: The case studies highlighted close associations between affective, cognitive, and behavioral components throughout the engagement process. Similar patterns of engagement were generated from the case studies, but these patterns differed from the literature-based hypothesized model in the order of influence of cognitive and affective engagement. …”
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ANALYSIS OF RON 92 OIL BASED ON MORPHOLOGY AND HISTOGRAM TECHNIQUES by Indah Purnama Sari, Zainal Azis, Ahmad Riady Hasibuan

“…This technique can help identify important structures and patterns in Ron 92 oil images, such as quality and cleanliness. …”
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Legal Support of Artificial Intelligence in Countering Anti-Money Laundering and Terrorism Financing Regimes in the BRICS Plus Countries by M. Aksenova

“…It examines how artificial intelligence can enhance the performance of anti-money laundering and counter-terrorism financing frameworks by enabling the evaluation of massive datasets, the identification of anomalous transaction patterns, and the automation of compliance procedures. …”
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Bayesian Analysis of Skills Importance in World Champions Men’s Volleyball across Ages by Drikos Sotirios, Ntzoufras Ioannis, Apostolidis Nikolaos

“…In volleyball, due to the sequential structure of the game, each outcome results from events that follow consistent consecutive patterns: pass–set–attack–outcome, serve–outcome and block–dig–set–counter attack–outcome. …”
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