Enhanced Mamba model with multi-head attention mechanism and learnable scaling parameters for remaining useful life prediction by Fugang Liu, Shenyang Liu, Yuan Chai, Yongtao Zhu

“…In this paper, we propose a remaining useful life (RUL) prediction model based on Mamba, which incorporates learnable parameters and a multi-head attention mechanism; to address the issues faced by traditional algorithms, which struggle to efficiently capture dependencies in long sequences and parallelize the processing of these sequences. …”
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To the question of parameter optimization of hydraulic transportation technology by Yu. P. Panov, O. S. Bryukhovetsky

“…This technology can be used to address the issues of managing complicated technological processes, as the same time allowing timely adjustments to the modes and parameters of operational processes both on individual production lines and at the enterprise as a whole.…”
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The impact of big data analytics on the sustainability reports quality by Lina Fuad Hussien, Khaled Alshaketheep, Hind Al-Ahmed, Ahmad Shajrawi, Mahmoud Alghizzawi, Omar Zraqat, Arafat Deeb

“…Abstract Due to advances in data collection and processing technologies, companies have begun using emerging technologies, including big data analytics (BDA), to produce sustainability reports. …”
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FPGA Programming Challenges When Estimating Power Spectral Density and Autocorrelation in Coherent Doppler Lidar Systems for Wind Sensing by Sameh Abdelazim, David Santoro, Fred Moshary

“…The second algorithm computes the autocorrelation of the received signals and accumulates the results over the same number of pulses. Both signal pre-processing algorithms are initially developed as logic designs and compiled using the Xilinx System Generator toolset to produce a hardware VLSI image. …”
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A Dual-Enhanced Hierarchical Alignment Framework for Multimodal Named Entity Recognition by Jian Wang, Yanan Zhou, Qi He, Wenbo Zhang

“…Multimodal amed entity recognition (MNER) is a natural language-processing technique that integrates text and visual modalities to detect and segment entity boundaries and their types from unstructured multimodal data. …”
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Tendency to depressive states, anxiety and strategies of coping behavior for boys and girls by E. F. Yashchenko, N. B. Kaznacheeva, E. V. Bazhanova

“…The article provides an overview of the study of the depressive states, anxiety and copying strategies issues in the Russian modern research literature. …”
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RIS-assisted anti-spatial aliasing direct localization in NLOS scenarios via spatio-temporal-frequency information fusion by Jingjing Li, Jianhui Wang, Lihao Liu, Weijia Cui, Chunxiao Jian

“…Our proposed approach addresses these challenges through a cost-effective system and proposes a spatio-temporal-frequency information fusion (STFIF) direct localization algorithm that effectively resolves spatial aliasing issues in high-frequency applications. The STFIF framework integrates three key components: (1) sparse signal reconstruction via semi-definite programming for spatial domain parameter estimation, (2)frequency difference processing to suppress spatial aliasing and artifact targets, and (3) temporal-domain information exploitation through RIS’s time-varying configurations. …”
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Enhanced multiscale plant disease detection with the PYOLO model innovations by Yirong Wang, Yuhao Wang, Jiong Mu, Ghulam Raza Mustafa, Qianqian Wu, Ying Wang, Bi Zhao, Siyue Zhao

“…However, plant disease detection faces several challenges, including the diversity of plant disease scenarios and complex backgrounds. To address these issues, we propose a plant disease detection model named PYOLO. …”
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STEL (System Thinking and ESD Learning) Model : Developing Elementary School Students' Systems Thinking Skills by Ahmad Mulyadiprana, Ghullam Hamdu, Ade Yulianto

“…An important note from the results of this study provides information that systems thinking skills can be developed gradually and sustainably. The learning process through the STEL learning model will prepare understudies to discover the center of environmental issues efficiently and empower understudies to pay more consideration to the affect of each of their exercises and take more mindful activities as it were for environmental, social and economic sustainability.…”
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Artificial Neural Networks as Digital Twins for Whispering Gallery Mode Optical Sensors in Robotics Applications by Amir R. Ali, Mohamed W. A. Ramadan

“…In order to address these issues, the paper suggests an ANN that is specifically designed for the system and makes use of the WGM sensor’s high-quality factor (Q-factor). …”
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Hydrogen and Methane Production from Styrofoam Waste Using an Atmospheric-pressure Microwave Plasma Reactor by Raynard Christianson Sanito, Ya-Wen Chen, Sheng-Jie You, Hsi-Hsien Yang, Yen-Kung Hsieh, Ya-Fen Wang

“…Abstract Polystyrene foam (PSF), which is widely used in oyster farming in Taiwan, generates approximately 120,000–200,000 pieces of floating waste annually. The issues related to processing this waste, however, include the financial cost, incinerator clogs, human exposure to carcinogenic and non-biodegradable components, and potential debris, which threatens the seashore. …”
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PEMBUATAN PUPUK FERMENTASI CAIR BERBASIS LIMBAH VINASSE by Widi Astuti, Widhi Mahatmanti

“…This activity is intended to provide education on how to process waste vinasse into liquid fermen- tation fertilizer that can be utilized by local residents and society in general. …”
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Strategies for effective waste management in hydropower construction projects by Hishila Sujakhu, Warangkana Jutidamrongphan

“…<p>Construction materials employed in the sustainable design are commonly subjected to wide network of processing, extracting and transporting steps that are needed in creating the end products. …”
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Digital Transformation in Aftersales and Warranty Management: A Review of Advanced Technologies in I4.0 by Vicente González-Prida, Carlos Parra Márquez, Pablo Viveros Gunckel, Fredy Kristjanpoller Rodríguez, Adolfo Crespo Márquez

“…Based on an already established eight-phase framework for warranty management, this paper reviews machine learning (ML), natural language processing (NLP), and predictive analytics, among other advanced technologies, to enhance warranty optimization processes. …”
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Mobile Robot Navigation with Enhanced 2D Mapping and Multi-Sensor Fusion by Basheer Al-Tawil, Adem Candemir, Magnus Jung, Ayoub Al-Hamadi

“…Additionally, we propose the enhanced Gmapping (EGM) algorithm by adding adaptive resampling and degeneracy handling to address particle depletion issues, thereby improving the robustness of the localization process. …”
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Enhancing Security and Efficiency in IoT Assistive Technologies: A Novel Hybrid Systolic Array Multiplier for Cryptographic Algorithms by Atef Ibrahim, Fayez Gebali

“…By addressing these pressing security issues, the study aspires to fully leverage IoT technologies to enhance the living standards of individuals with disabilities, while ensuring that their privacy and security are meticulously maintained.…”
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Is Western Diet Harmful for Male Fertility? A Review of Fact or Fiction by Soheila Pourmasumi, Seyed Mojtaba Heydari Khoormizi, Mehrnoosh Mehrabian

“…In conclusion, the western diet is not an optimal nutritional pattern for male fertility potential; while a significant factor driving the increased adoption of the western diet can be the profitdriven practices of large food processing companies that heavily promote processed foods and sugary beverages. …”
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Delayed redevelopment in urban expansion: opportunities for the preservation and revitalisation of collective memory in Shiqiao Town, Chengdu by Shenghui Tang, Qian Guo

“…This study also highlights potential issues in delayed redevelopment, such as authenticity, accuracy of cultural promotion, and resident participation, thereby offering insights for future development and similar historic districts.…”
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La pêcherie migrante des petits pélagiques côtiers et l’approvisionnement de l’industrie de la farine et de l’huile de poisson en Mauritanie by Assane Dedah Fall, Elimane Abou Kane, El hadj Bara Dème, Pierre Failler, Abdou Daim Dia

“…The results show that the migratory pelagic fishery has a significant impact on the development of the processing industry and the exploitation of fishery products in Mauritania. …”
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Enhanced remote sensing image feature classification using STFF-PSPNet by Haiying Li, Jiaqi Gao, Yang Liu, Chenxi Huang, Lijun Li, Liqiang Zhang

“…Abstract Semantic segmentation of remotely sensed images is crucial for urban planning and change detection, yet faces issues like sample imbalance and low data quality. …”
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