Production Capacity Prediction for Tight Gas Reservoirs Based on ADASVRLGBM by MENG Sihai, ZHANG Zhansong, GUO Jianhong, HAN Zihao, ZENG Weijie, LYU Hengyang

“…Accurate production capacity prediction plays a crucial role in formulating efficient development plans for tight gas reservoirs. …”
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Enhancing microgrid forecasting accuracy with SAQ-MTCLSTM: A self-adjusting quantized multi-task ConvLSTM for optimized solar power and load demand predictions by Ehtisham Lodhi, Nadia Dahmani, Syed Muhammad Salman Bukhari, Sujan Gyawali, Sanjog Thapa, Lin Qiu, Muhammad Hamza Zafar, Naureen Akhtar

“…Accurate forecasting of solar power output and load demand is critical for the efficient operation and management of isolated microgrids, where reliability and sustainability are paramount. …”
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Human Brain-Inspired Network Using Transformer and Feedback Processing for Cell Image Segmentation by Hinako Mitsuoka, Kazuhiro Hotta

“…Our method enhanced accuracy more efficiently than simply increasing the model size or using a hybrid structure with CNNs.…”
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High Power Self-Q-Switching in Nd:LuAG Laser by Guangju Zhang, Xing Fu, Yijie Shen, Mali Gong

“…The compact cavity generating pulses with high output power and high repetition rate not only reveal that the self-Q-switching technique could be an efficient method for the generation of pulses with high output power and high repetition rate, but enrich the characteristics of Nd:LuAG crystal.…”
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A Comparative Study in Fuzzy Control Systems for Cruise Control Vehicles by Adnan Shaout, Malek I El Amr

“…The main conclusion of this comparative study is that applying different methods to the same adaptive cruise control system results in varying responses and output characteristics. …”
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Fuzzy decision support system for english language teaching with corpus data by Meilin Huang

“…In this decision process, the teaching efficiency towards the specific output is tuned through personalized training recommendations. …”
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kLCRNet: Fast Road Network Extraction via Keypoint-Driven Local Connectivity Exploration by Mingming Zhang, Bin Wang, Shuai Yang, Qingjie Liu, Yunhong Wang

“…In addition, challenges like isomorphic encoding limit the flexibility of these methods. In this article, we present kLCRNet, an efficient road network extraction framework that overcomes these limitations by leveraging keypoint-driven local connectivity exploration. kLCRNet consists of two key components: A keypoint detection module that identifies road keypoints via heatmap-based detection and refines them using bipartite matching, and a local connectivity exploration module that samples local connection relationships to directly construct connectivity between detected keypoints. …”
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Flexible Hierarchical Multi-Beam Search Algorithm for Millimeter-Wave 3D MIMO Systems With Uniform Planar Arrays by Dony Darmawan Putra, Wan-Jen Huang

“…Moreover, the simulation results also show that the spectral efficiency of the precoding scheme determined using the proposed search algorithm and codebook is the highest compared to existing methods. …”
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Designing and modeling an intelligent system for managing the distribution and scheduling of farmed fish feed using the Arduino Uno microcontroller by Shayesteh Tabatabaei

“…Materials and methods: The main components of the fish feed distribution and scheduling system consist of three essential elements: the Arduino Uno board, serving as a programmable platform; a servo motor with a single output shaft capable of positioning itself at a specific angle by receiving encoded signals; and a feeder, functioning as a storage and dispensing container for fish feed in the aquaculture system. …”
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Study on load reduction and vibration control strategies for semi-submersible offshore wind turbines by Dongxiao Bai, Bing Wang, Yinsheng Li, Wancheng Wang

“…This way, the control accuracy and response speed are significantly improved, making the control strategy more intuitive and efficient in complex wind speed environments. The proposed independent pitch control method is validated through simulations on the International Energy Agency (IEA) 15 MW wind turbine. …”
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Mapping topographic structure in white matter pathways with level set trees. by Brian P Kent, Alessandro Rinaldo, Fang-Cheng Yeh, Timothy Verstynen

“…These results highlight the broad applicability of level set trees for visualizing and analyzing high-dimensional data like fiber tractography output.…”
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Robust Optimal Configuration Planning of Integrated Energy System for Return on Investment by Tao LIANG, Xiaodong YIN, Yaxiang LIU

“…Reasonable optimization of integrated energy system (IES) capacity configuration is the basis for improving returns on investment and realizing efficient energy utilization. Aiming at the uncertainty influences of wind and photovoltaic power output and energy-using load on both cost and revenue, a robust optimal configuration method for return on investment is presented. …”
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Data-Driven Pavement Performance: Machine Learning-Based Predictive Models by Mohammad Fahad, Nurullah Bektas

“…However, machine learning models offer a time-efficient solution for predicting pavement performance. …”
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Cheetah optimized CNN: A bio-inspired neural network for automated diabetic retinopathy detection by V. K. U. Ahamed Gani, N. Shanmugasundaram

“…Preprocessing steps involve median filter and contrast limited adaptive histogram equalization to enhance image quality. The segmented output is clustered using the cascaded fuzzy C-means algorithm and features are extracted with the speeded-up robust features algorithm. …”
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OT-PCA: New Key-Recovery Plaintext-Checking Oracle Based Side-Channel Attacks on HQC with Offline Templates by Haiyue Dong, Qian Guo

“…Our method addresses critical challenges in optimizing key-related information extraction, including maximizing decryption output entropy and ensuring error pattern independence, through the use of genetic-style algorithms. …”
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Multi-target detection and tracking based on CRF network and spatio-temporal attention for sports videos by Xi Chen, Hui Zhang, Achyut Shankar, Bharat Bhushan, Kireet Joshi

“…Experimental results show that the proposed method is superior to the state-of-the-art methods in terms of accuracy and efficiency.…”
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Is Job Preservation too Expensive? An Estimate of the Effects of the Covid Pandemic and the Economic Policy Response on the Labour Market by Karel Šafr, Jan Čadil, Tomáš Pavelka

“…Using three different methods – input-output, CGE and ADL, we estimate the industry-level impact of the pandemic, taking induced effects into account. …”
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DeepAT: A Deep Learning Wheat Phenotype Prediction Model Based on Genotype Data by Jiale Li, Zikang He, Guomin Zhou, Shen Yan, Jianhua Zhang

“…This study innovatively proposes a new method called DeepAT, which mainly includes an input layer, a data feature extraction layer, a feature relationship capture layer, and an output layer. …”
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Optimizing Battery Charging in Wireless Sensor Networks: Performance Assessment of MPPT Algorithms in Different Environmental Settings by Abdullah Fadhil Noor Shubbar, Serkan Savaş, Osman Güler

“…A Proportional-Integral (PI) controller was also used to manage the battery charging process, and environmental profiles were varied across simulation periods to assess algorithm robustness.Results: The PSO algorithm achieved superior performance across all metrics, demonstrating the fastest response time (0.1 s), lowest overshoot (14.8 V, 25 mA), and highest energy transfer efficiency. IC and FL methods showed balanced adaptability and performance, while P&O lagged in both responsiveness and efficiency. …”
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Design of 30 A PWM Type Solar Charge Controller Module for 100 Watt Lamp Load by Ilmir Rizki Imaduddin, Muhammad Hasan Basri, Abdul Mujib, Moh. Taufiqur Rahman, Ahmad Vardin Khairudin, Sefri Aditya Eka, Moh. Husen, Isbet Fatoni

“…In reality, this alternative energy has not been widely used due to the constraints of expensive initial investment, so it is necessary to design solar power generation components, one of which is a reliable, optimal, efficient and economical solar charge controller. The controller is made using the switching method. …”
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