Crystal’s Self-Alignment for High Power Laser Facility Based on Machine Learning by Yaohan Kang, Daizhong Liu, Xiuqing Jiang, Lei Gong, Xingqiang Lu, Mingying Sun

“…The proposed scheme comprises two modules: a rectangular spiral spot scanning search method module and an automatic spot aligning method module based on the open-source Machine-Learning Online Optimization Package (M-LOOP) algorithm. …”
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Pemanfaatan Koleksi Perpustakaan dalam Tesis dan Disertasi Mahasiswa Pascasarjana UIN Sunan Ampel: Studi Analisis Sitasi by Isna Fistiyanti

“…Conclusion: Graduate students at UIN Sunan Ampel utilize various information sources for thesis and dissertation writing, but the use of electronic journals from the university’s subscribed database is very low (less than 1%), highlighting the need for collection evaluation and the development of information literacy programs to enhance access and optimal use of digital resources.…”
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Mechanisms of Noise Transmission in Velocity Broad-Band Seismometers: Modeling and Analysis by Yini Sun, Zhongkun Zhang, Zhijuan Zhu, Bin Chen, Lingyun Ye

“…Numerical simulations and experiments using the CS60 seismometer showed excellent agreement with theoretical predictions, validating the proposed model and associated noise optimization strategies. This study identified effective methods to reduce noise transfer gains, including optimizing the input and feedback mechanical constants and refining gains at various stages.…”
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Multi-time Scale Adaptive Reactive Voltage Control for Distribution Networks Based on Voltage Tendency Coefficient by Ziran JIN, Hongbin WU, Yiyao ZHOU, Bin XU, Jinjin DING, Wei WEI

“…In addition, a feedback correction for the long time scale is added to the short time scale optimization control. With the simulation of the example system, the effectiveness of the proposed reactive voltage control method is verified.…”
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Research on Power Conversion and Control Technology of Ocean Buoy Tidal Energy Power Supply System by Changpo Song, Fengyong Sun, Fan Yang

“…Saber and Matlab simulations demonstrate that the proposed approach yields faster power tracking response and increases output power by 5–10% compared to traditional methods. The combined controller and improved GWO algorithm provide a stable and efficient solution for small-scale ocean energy systems, offering practical insights for power regulation in other marine energy sources like wave, wind, and solar.…”
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Capacity Planning of Hydrogen Production and Storage System Based on Hydrogen Load Demand by Shengjiang PENG, Dezhou YANG, Chuanshuai SUN, Tiejiang YUAN, Yongcheng LIU

“…To this end, a new energy system capacity planning method based on different hydrogen load levels is proposed to promote the application and development of renewable energy sources more efficiently such as wind and photovoltaic energy in the power grid. …”
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Developing a novel approach for passive damped LCL filter and controller parameter design using PSO algorithm in VSC-based islanded microgrids by Yared Bekele Beyene, Getachew Biru Worku, Lina Bertling Tjernberg

“…In this research, a new approach called Particle Swarm Optimization–Proportional–Integral (PSO-PI) is proposed for optimizing the gains of current and voltage controllers as well as the LCL filter parameters in voltage source converter (VSC)-based islanded microgrids. …”
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Machine Learning for the estimation of foliar nitrogen content in pineapple crops using multispectral images and Internet of Things (IoT) platforms by Jorge Enrique Chaparro, José Edinson Aedo, Felipe Lumbreras Ruiz

“…In addition, regularization techniques were applied, including cross-validation, feature selection, boost methods, L1 (Lasso) and L2 (Ridge) regularization, as well as hyperparameter optimization. …”
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Identification and control of booming noise of thin-walled metal plates of commercial vehicle body subjected to high-speed airflow. by Yuanshao Wang, Bao Zhang, Xiaoping Su, Liguo Zang

“…Based on experimental, finite element, dynamic and fluid techniques, a method for identification, analysis and optimization of TWMP booming noise under high-speed airflow is proposed in this paper. …”
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Screening conditions and constructs for attempted genetic transformation of C. elegans by Agrobacterium. by Eleanor C Warren, Andre E X Brown, Karen S Sarkisyan

“…While we do not achieve routine gene transfer from Agrobacterium to C. elegans, we suggest that this technique has potential following further optimization. The success of the approach would enable rapid and high-throughput transformation of C. elegans, providing an improvement on currently available methods. …”
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Research on False Alarm Rate Reducing Strategies for Subway Train Fire Alarm System by ZHANG Qian, XU Shaohong, XUE Hongquan

“…The false alarm rate can be reduced by hardware optimization methods such as adding dust filter devices, adopting dual light source detectors, multi-parameter gas detectors and pyrolysis particle detectors; the rate can also be reduced by optimizing software algorithms (optimization modeling method, automatic adjustment of alarm thresholds, machine self-learning algorithm, etc.). …”
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Synthesis and Properties of Amphoteric Etherified Starch Flocculant CMSG by Li Haihua, Gao Yuhua, Zhang Yaze, Li Na

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The value-added model of the supply chain of petrochemical industries with a sustainable development approach by ali amiri, seyed abbas heydari, vahidreza Mirabi

“…According to its purpose, the research method is applicable, qualitative-quantitative in terms of implementation, and survey in nature. …”
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Cash Management Practices and Financial Growth of Small Medium Businesses in Uganda: A Case Study of Nyakyera Sub-County Ntungamo District. by Atuhurire, Darian

“…A sample size of 35 respondents was selected using a stratified sampling method. Data collection involved primary sources through questionnaires designed with Likert scales and secondary sources such as textbooks, internet sources, journals, and newspaper articles. …”
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Analysis in organs at risk for gynecological radiotherapy by High Dose Rate Brachytherapy using Manchester point A, ICRU 38 Report and American Braquitherapy Society recomendation by Gustavo Piriz, Yolma Banguero, Alejandro De Rosa, Carlos Vega, Aldo Quarneti

“…This work analyze 120 single applications with orthogonal images using the treatment planning system (TPS) HDRplus version 3.0.4 through “Auto dwell time determination” optimization method, using the recommendation for optimization dose from the ABS and vaginal point from ICRU 89 . …”
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Impedance-based sensitivity analysis for enhanced dynamic stability in DC off-grid hydrogen production systems by Chenguang Zhang, Zhongjian Kang, Bin Li, Hongyang Zhang, Di Zhu

“…Experimental validation across multiple operational scenarios confirmed stable operating regions of converter impedance parameters, demonstrating method effectiveness. This research provides systematic solutions for stability enhancement and parameter optimization in off-grid hydrogen systems.…”
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Future Circular Lepton Collider Vibrational Crosstalk by Purinut Lersnimitthum, Audrey Piccini, Federico Carra, Tirawat Boonyatee, Niphon Wansophark, Nopdanai Ajavakom

“…It was found that the overall gain of crosstalk was less than 10% of that of ground-to-magnetic axis of either the Collider or Booster. This method may be used to optimize the tunnel layout from a vibration point of view. …”
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The Use of Machine Learning for Analyzing Real-World Data in Disease Prediction and Management: Systematic Review by Norah Hamad Alhumaidi, Doni Dermawan, Hanin Farhana Kamaruzaman, Nasser Alotaiq

“…ObjectiveThis systematic review aims to examine the use of ML for analyzing RWD in disease prediction and management, identifying the most commonly used ML methods, prevalent disease types, study designs, and the sources of real-world evidence (RWE). …”
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Queue Intensity Adaptive Signal Control for Isolated Intersection Based on Vehicle Trajectory Data by Juyuan Yin, Peng Chen, Keshuang Tang, Jian Sun

“…First, a Kalman filter-based method is employed to estimate real-time queue state with vehicle trajectories. …”
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Venture philanthropy in rare disease therapy by JA Levine

“…Methods: A mixed-methods design was employed. Data sources included (i) stakeholder focus groups to identify key issues in rare disease VP; (ii) semi-structured interviews with 15 stakeholders, including funders, advocates, and biotechnology company executives; (iii) a systematic analysis of 26 VP organizations using 30 investment criteria; and (iv) the application of DACMAR to assess best practices. …”
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