Harmonizer: A Universal Signal Tokenization Framework for Multimodal Large Language Models by Amin Amiri, Alireza Ghaffarnia, Nafiseh Ghaffar Nia, Dalei Wu, Yu Liang

“…Harmonizer employs a unified approach to convert diverse, non-linguistic signals into discrete tokens via its FusionQuantizer architecture, built on FluxFormer, to efficiently capture essential signal features while minimizing complexity. …”
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Enhanced snoMEN Vectors Facilitate Establishment of GFP-HIF-1α Protein Replacement Human Cell Lines. by Motoharu Ono, Kayo Yamada, Dalila Bensaddek, Vackar Afzal, John Biddlestone, Brian Ortmann, Sharon Mudie, Vincent Boivin, Michelle S Scott, Sonia Rocha, Angus I Lamond

“…Quantitative mass spectrometry analysis confirmed the enhanced efficiency and specificity of protein replacement using the 47snoMEN-PR vectors. …”
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Does The Productivity of Companies Affected by Employee Stock Option Plans and Intellectual Capital? by Elen Puspitasari, MG Kentris Indarti, Bambang Sudiyatno, Wahyu Meiranto

“…Productivity is measured with The Malmquist Productivity Index which is intended to measure the  efficiency of companies. Measurement of intellectual capital using Value Added Intellectual Capital determined by human capital efficiency, structural capital efficiency and capital employed efficiency. …”
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Integration of Communicative Arabic Learning based on Freedom Thinking Strategy by Taufik Taufik, Shofi Nafisah, Muhammad Afifudin Dimyathi, Achmad Yani

“…Furthermore, this article was expected to examine quantitatively regarding the implementation of the FT-CODING strategy in a specific school level. …”
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Presenting a model for the establishment and maintenance of expert human resources in the government organizations of Sistan and Baluchestan province by Majid Reza Dahmardeh, Vahid pourshahabi, Amin Reza Kamalian, Habibollah Salaerzehi

“…Also, talent management can be defined as the management of the supply, demand and flow of talented people through the engine of human capital (Roknabadi & Adibzadeh, 2023).Suman (2024) in a research titled Employee Retirement and Planning for Retention in the Public and private Sectors in the United Kingdom, using a mixed method and combining quantitative and qualitative techniques, investigated the correlation between employee interaction and their retention. …”
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Video Animation: Improving Older Adults Patients Knowledge and Motivation Related to Hypertension Diet by Gusti Ayu Kade Budiarti, Sri Susanty, Ruslan Madjid, Ramadhan Tosepu

“…In both the control and intervention groups, a quantitative-quasi-experimental design was adopted, with pre-test and post-tests. …”
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Electronic descriptors for designing high-entropy alloy electrocatalysts by leveraging local chemical environments by Guolin Cao, Sha Yang, Ji-Chang Ren, Wei Liu

“…However, the intricate local chemical environment poses challenges to the rational and efficient design of HEA electrocatalysts with high reactivity. …”
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Genetic basis of the mucilage secretion ability associated with nitrogen fixation from aerial roots of maize inbred lines under low nitrogen conditions by Bowen Zhao, Xin Hou, Zhongliang Yu, Ronghui Zhang, Huixin Teng, Ziqiong Yang, Jianju He, Huijuan Wang, Zhihao Song, Jiankang Zheng, Bolin Song, Shiwei Ma, Doudou Sun, Xiaowei Fan, Jingyang Gao, Zijian Zhou, Jiafa Chen, Pei Jing, Jianyu Wu

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Contribution of Mesoscale Convective Systems to Floods in the East Asian Summer Monsoon Region by Tian Ding, Tianjun Zhou, Zhun Guo, Yuan Yang, Liwei Zou, Xiaolong Chen

“…Abstract The quantitative relationship between Mesoscale Convective Systems (MCSs) and floods over East Asia has not been established. …”
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Streamlined gram-scale natural N-glycan production using reversible tagging after oxidative release of natural glycans by Qing Zhang, Yi Lasanajak, Menxin Yan, Golden Chen, Xuezheng Song

“…Treatment with Oxone quantitatively cleaves the tag, regenerating the free reducing N-glycans in high yield. …”
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Testing the limits of short-reads metagenomic classifications programs in wastewater treating microbial communities by Leandro Di Gloria, Lorenzo Casbarra, Tommaso Lotti, Matteo Ramazzotti

“…Gaining a deeper understanding of the microbial communities underpinning these technologies would enable their optimization, ultimately reducing costs and increasing efficiency. To support this research, we quantitatively compared classification methods differing in read length (raw reads, contigs and MAGs), overall search approach (Kaiju, Kraken2, RiboFrame and kMetaShot), as well as source databases to assess the classification performances at both the genus and species levels using an in silico-generated mock community designed to provide a simplified yet comprehensive representation of the complex microbial ecosystems found in AS and AGS. …”
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Avian lungs: A novel scaffold for lung bioengineering. by Sean M Wrenn, Ethan D Griswold, Franziska E Uhl, Juan J Uriarte, Heon E Park, Amy L Coffey, Jacob S Dearborn, Bethany A Ahlers, Bin Deng, Ying-Wai Lam, Dryver R Huston, Patrick C Lee, Darcy E Wagner, Daniel J Weiss

“…Avian lungs have different structure and mechanics resulting in more efficient gas exchange than mammalian lungs. Decellularized avian lungs, recellularized with human lung cells, could therefore provide a powerful novel gas exchange unit for potential use in pulmonary therapeutics. …”
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Stability Evaluation Method for Rock Slope-Anchorage Systems Based on Genetic Algorithms and Discrete Element Analysis by Peng Xia, Bowen Zeng, Yiheng Pan

“…The findings indicate that (1) the proposed evaluation method effectively accounts for the interaction between the anchorage structure and the rock slope, ensuring accurate results; (2) the method leverages the discrete element numerical model to quantitatively assess deformation and stress distribution within the system; (3) the integration of genetic algorithms significantly enhances the efficiency of identifying the most representative numerical model, and thereby the efficiency of stability evaluation is improved; and (4) the evaluation framework is capable of performing dynamic analyses of the stability evolution throughout the entire operational lifecycle of the rock slope anchorage system.…”
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Study on Gas Migration Law of Mining Coal Seam under the Influence of Normal Fault by Xiangtao Kang, Meng Tang, Mingquan Jiang, Cunliu Zhou, Jinguo Hu, Jiachi Ren, Bozhi Deng

“…The research results can provide some reference for the mining of close coal seams in the fault structure area, the comprehensive prevention and control of gas, and the safe and efficient production of coal mines.…”
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Integration of Total Quality Management Practices in Enhancing Supply Chain Resilience by Ariba Zubair

“…Studies on TQM and supply chain resilience were analyzed to identify key themes, including process efficiency, supplier relationships, and proactive risk management. …”
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Sociological portrait of the higher bureaucracy in Russia by G. A. Borshchevskiy

“…Quantitative methods such as regression analysis and statistical analysis were used to interpret the data. …”
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Effect of Silane Coupling Agents on Structure and Properties of Carbon Fiber/Silicon Rubber Composites Investigated by Positron Annihilation Spectroscopy by Jie Gao, Jiaming Mei, Houhua Xiong, Xiaobing Han

“…The type of silane coupling agent (SCA) has an important influence on carbon fiber (CF) modification efficiency and the properties of the obtained CF-based polymer composites. …”
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ASSESSMENT OF POLICY FRAMEWORKS IN PROMOTING SUSTAINABLE ECOLOGICAL TOURISM by Svetlana MINIKHANOVA, Tatyana IMANGULOVA, Madina ABDIKARIMOVА, Anastassiya GUBARENKO, Baurzhan ALDYBAYEV

“…Structural questionnaire was used and quantitative methods such as regression, correlation, and ‘t’ tests were used to analyze the environmental and socio-economic effects of NRM. …”
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Copper-catalysed dynamic kinetic asymmetric C−O cross-coupling to access chiral aryl oxime ethers and diaryl ethers by Mei-Ru Zhang, Hao-Ran Wang, Hui-Mei Shan, Long-Long Xi, Chuan-Jun Lu, Xiao-Man Du, Che Sun, Li-Ping Xu, Ren-Rong Liu

“…Abstract Dynamic kinetic resolution (DKR) has emerged as an elegant and powerful tool for enantioselective synthesis, enabling the transformation of racemic compounds into enantiomerically enriched products with theoretically quantitative yields. Despite its widespread success, the dynamic kinetic asymmetric C−O cross-coupling has presented significant challenges and remains unexplored. …”
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Fuzzy Fault Tree Maintenance Decision Analysis for Aviation Fuel Pumps Based on Nutcracker Optimization Algorithm–Graph Neural Network Improvement by Weidong He, Xiaojing Yin, Yubo Shao, Dianxin Chen, Jianglong Mi, Yang Jiao

“…By integrating FTA with TOPSIS, the proposed method provides a comprehensive and systematic approach that combines qualitative and quantitative analyses, thereby improving the effectiveness and reliability of maintenance decision making.…”
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