Performance Prediction of the Gearbox Elastic Support Structure Based on Multi-Task Learning by Chengshun Zhu, Zhizhou Lu, Jie Qi, Meng Xiang, Shilong Yuan, Hui Zhang

“…The adaptive gating mechanism, hierarchical nonlinear transformation, and effective capture of temporal dynamics in the LSTM significantly enhance the model’s ability to model complex nonlinear patterns. …”
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Design and Research of Low-Cost and Self-Adaptive Terrestrial Laser Scanning for Indoor Measurement Based on Adaptive Indoor Measurement Scanning Strategy and Structural Characteri... by Zhongyue Zhang, Huixing Zhou, Shun Wang, Chongwen Xu, Yannan Lv

“…Besides, this paper presents modified RANSAC-TLS (random sample consensus-total least squares) plane fitting algorithm, on basis of TLS point cloud distribution characteristics and spatial transformation. Through actual measurement test, it is concluded that the “on-boundary segmentation algorithm” and “on-angular-distance segmentation algorithm” are suitable for point cloud segmentation in different types of scenes. …”
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An experimental study on the agitating efficiency and power consumption for viscoelastic-based nanofluids: Elasticity, impeller effects, and artificial neural network approach by Reza Nobakht Hassanlouei, Mansour Jahangiri, Forat H. Alsultany, Masoud Salavati-Niasari

“…The mixing times of the RTD, PBT, and HF impellers were measured for different VBN by the thermal response method resulting in minimum mixing time for the RTD. …”
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DMSA-Net: a deformable multiscale adaptive classroom behavior recognition network by Chunyu Dong, Jing Liu, Shenglong Xie

“…In the intelligent transformation of education, accurate recognition of students’ classroom behavior has become one of the key technologies for enhancing the quality of instruction and the efficacy of learning. …”
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Multi-crop plant counting and geolocation using a YOLO-Powered GUI System by Renato Herrig Furlanetto, Nathan Schawn Boyd, Ana Claudia Buzanini

“…This study demonstrates the feasibility of applying this method for different crop systems, reducing the reliance on manual counting and improving decision-making for precision farming practices.…”
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Co-Design of Integrated Microwave Amplifier and Phase Shifter Using Reflection-Type Input Matching Networks for Compact MIMO Systems by Palaystint Thorng, Phanam Pech, Girdhari Chaudhary, Yongchae Jeong

“…To validate the proposed method, prototypes of microwave amplifier–phase shifters with different input matching networks configurations are designed, fabricated, and measured with a center frequency of 2.45 GHz. …”
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Thermal and velocity slip impacts on MHD tetra-hybrid nanofluids flow over a porous stretching surface by Prasun Choudhary, K. Loganathan, Kavita Jat, Krishna Prakash Arunachalam, S. Eswaramoorthi

“…Initially formulated flow governing equations are highly nonlinear partial differential equations that are changed into a set of linear ordinary differential equations adopting relevant similarity transformations. The subsequent equations are then dealt with using both numerical and analytical approaches. …”
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UMAP-based clustering split for rigorous evaluation of AI models for virtual screening on cancer cell lines* by Qianrong Guo, Saiveth Hernandez-Hernandez, Pedro J. Ballester

“…Using Linear Regression, Random Forest, Transformer-CNN, and GEM, we trained a total of 8400 models and evaluated under four splitting methods. …”
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Immigrant workers in the meat industry during COVID-19: comparing governmental protection in Germany, the Netherlands, and the USA by Nora Gottlieb, Ingrid Jungwirth, Marius Glassner, Tesseltje de Lange, Sandra Mantu, Linda Forst

“…Second, as policy responses to SARS-CoV-2 outbreaks varied, our case-studies showcase fundamentally different approaches to state responsibility for worker wellbeing as part of food supply chain (FSC) governance. …”
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Heroic Discourse in the Context of Translating English-Language Fairy Tales into Russian (J.R. Kipling’s Works Used as the Example) by O. V. Atamanova

“…The method of comparative analysis is the main tool used hereafter. …”
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Chinese Clinical Named Entity Recognition With Segmentation Synonym Sentence Synthesis Mechanism: Algorithm Development and Validation by Jian Tang, Zikun Huang, Hongzhen Xu, Hao Zhang, Hailing Huang, Minqiong Tang, Pengsheng Luo, Dong Qin

“…However, due to the complexity of clinical texts, the diversity and large quantity of named entity types, and the unclear boundaries between different entities, existing advanced methods rely to some extent on annotated databases and the scale of embedded dictionaries. …”
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Energy Stealth Evaluation of Radar Systems with a Space–Time Modulated Probing Signal by V. M. Kutuzov, V. P. Ipatov, S. S. Sokolov

“…The advantage of the proposed method of spatial modulation of a signal based on a pseudo-random sequence with the property of an additive cyclic shift consists in the absence of transformation of the uncertainty function, which ensures the preservation of its correlation properties.Conclusion. …”
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Perspectives of guardians/parents in Portugal: interpreting the inclusive education policy through lived school practices by Ana Eloisa Carvalho, Amélia Veiga

“…The impact of these changes remains insufficiently particularly from the perspectives of guardians/parents.MethodsThe article analyses how the changes mentioned are interpreted and translated in practice, following the theoretical-methodological proposal of Stephen Ball’s policy cycle and the thematic analysis method. …”
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Numerical analysis of magnetohydrodynamic mixed convection and entropy generation in a curvelinear lid-driven cavity with carbon nanotubes and an adiabatic cylinder by Mohammed Azeez Alomari, Qusay H. Al-Salami, Farah Q. A. Alyousuf, Faris Alqurashi, Mujtaba A. Flayyih

“…The top wall is split from the middle and moves in different directions to drive the isotherms which are generated from the bottom wall and cold from the vertical surfaces. …”
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Molten Salt Reactor Technology: Progress, Challenges, and Prospects by Fan ZHANG, Bolong GUO

“…By analyzing the development history, technical classification, and research and development progress in various countries, the study provides valuable references for the future development of MSR technology. [Method] Using the research methods of literature review and comparative analysis, the development history of MSR technology was reviewed, the different types of MSR technology were classified in detail, and the latest progress in MSR technology research and development in countries such as the United States, China, Russia, France, and Canada was deeply analyzed. …”
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Functional and phylogenetic β diversities and their link with clustering/overdispersion and uniqueness/redundancy by Sandrine Pavoine, Carlo Ricotta

“…Here, we develop a new method for partitioning FP β diversity into elementary components to determine how and why FP β diversity differs from species β diversity, with the latter reflecting only differences in species' abundances between communities. …”
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Research on Landscape Perception of Urban Parks Based on User-Generated Data by Wei Ren, Kaiyuan Zhan, Zhu Chen, Xin-Chen Hong

“…The analysis methods of FCN, LDA, and LSTM were incorporated into the workflow. …”
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Constructing formal models of cryptographic protocols from Alice&Bob style specifications via LLM by Qiang Li, Jihong Han, Lin Yuan, Xiangcheng Li, Xiaoyu Wang

“…Abstract Automated formal analysis is a fundamental method for ensuring the security of cryptographic protocol design. …”
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In search of inspiration: Psychoactive substances in jazz history by V. Yu. Skryabin

“…The search was conducted using different variants of the specified keywords.Results: heavy long night performances, frequent relocations, and for many musicians the disapproving attitude of the society had its own imprint on the creativity of many representatives of the genre. …”
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Efficient Identification and Classification of Pear Varieties Based on Leaf Appearance with YOLOv10 Model by Niman Li, Yongqing Wu, Zhengyu Jiang, Yulu Mou, Xiaohao Ji, Hongliang Huo, Xingguang Dong

“…Images were collected at different times of the day to cover changes in natural lighting and ensure model robustness. …”
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