Experimental investigation and laser control in Ti10Mo6Cu powder bed fusion: optimizing process parameters with machine learning by Ouf A. Shams, Hanan B. Matar Al-Baity, Luttfi A. Al-Haddad

“…The model demonstrated exceptional accuracy, achieving an R² of 0.9812, RMSE of 0.8547, and MAE of 0.6231 for the forecasted average width from the cross-sectional and top views, while other predictions also showed high correlations—such as R² values of 0.9786 for average track height and 0.9652 for average depth predictions. …”
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THE STUDY RESULTS OF ADAPTIVE-ECOLOGICAL TRAITS OF THE NEW VARIETIES AND PROMISING LINES OF WINTER SOFT WHEAT IN THE RYAZAN REGION by O. V. Levakova

“…A number of objective reasons for the modern agrarian complex show that it is necessary to orient the most part of the agricultural establishments to a wider introduction of environmentally adaptable varieties. …”
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Characterization of Movable Fluid Distribution in Tight Oil Reservoirs by NMR and Centrifugation by Tong Wang, Dongdong Zhang, Xin Wang, Zhangchao Wang, Wen Zhang, Wenyi Sun, Mingyang Ma

“…The overall movable fluid saturation ranged from 19.07% to 32.52%, with an average of 26.23% and a low degree of movability. …”
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Understanding Lake Residence Time Across Spatial and Temporal Scales: A Modeling Analysis of Lake George, New York USA by Guillaume A. R. Auger, Michael R. Kelly, Vincent W. Moriarty, Kevin C. Rose, Harry R. Kolar

“…Timeseries of bay‐average water age shows that it can sharply decrease within 1 day due to a strong wind event. …”
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Assignment of hybrid laser and microwave inter-satellite links for navigation satellite systems by Nan Wang, Leyuan Sun, Yuankun Fang, Zhengkai Lu, Qiancheng Ding, Chengzhuo Wang, Wende Huang

“…The results indicated that each satellite could establish 18.4 ISLs per minute on average. The average PDOP of hybrid links for geosynchronous orbit (GEO) / inclined geosynchronous orbit (IGSO) and medium Earth orbit (MEO) satellites were 1.5 and 1.1, respectively. …”
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Solution for Solving Dynamic Partial Differential Equation Model of Natural Gas Pipeline Network Based on Discretization and Linearization by Peiyao ZHAO, Zhengshuo LI

“…Then, this research introduces a fast solution scheme based on the SIMPLE algorithm to address the complex problem of calculating large-scale discretized equations. …”
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Circular intuitionistic fuzzy Hamacher aggregation operators for multi-attribute decision-making by Aliya Fahmi, Aziz Khan, Zahida Maqbool, Thabet Abdeljawad

“…Circular Intuitionistic Fuzzy Sets (C-IFSs) are powerful tools for modeling such complexities by combining intuitionistic and cubic fuzzy set properties. …”
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Design of Chili Field Navigation System Based on Multi-Sensor and Optimized TEB Algorithm by Weikang Han, Qihang Gu, Huaning Gu, Rui Xia, Yuan Gao, Zhenbao Zhou, Kangya Luo, Xipeng Fang, Yali Zhang

“…The results show that the navigation system reduced the average path length by 0.58 m, shortened the average time consumption by 2.55 s, and decreased the average target position offset by 4.3 cm. …”
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Vigorous technique for augmented lifetime in WSNs by Sardar Jaffar Ali, Javed Iqbal, Faheem Khan, Yeon-Kug Moon

“…Existing solutions often address energy efficiency in isolation, failing to consider the complex interplay of factors affecting WSN performance. …”
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Research on the Reconstruction of the Temperature Field in Two-Dimensional Steady-State Thermal Conductivity Based on Physics-Informed Neural Networks by Yufan Pan, Ke Zhang, Ji Zhang, Ning Mei

“…This research demonstrates the capability of PINNs to provide a rapid and effective solution for inverse heat conduction problems, establishing a foundation for their potential application in addressing complex inverse heat transfer challenges.…”
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On the problem of estimating the snowiness of winters by different methods by the example of the Yuzhno-Sakhalinsk city by E. N. Kazakova

“…But given that snowiness is a complex indicator, it would be reasonable to consider all possible parameters at the same time. …”
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Capturing trial-by-trial variability in behaviour: people with Parkinson’s disease exhibit a greater rate of short-term fluctuations in response times by Hayley J. MacDonald, Ole Bernt Fasmer, Olav T. Jønsi, Lin Sørensen

“…Abstract Average response time is frequently used to reflect executive function. …”
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Fabrication of the Polyvinyl fluoride Nanofibers Membranes Via Electrospinning Technique for Oil Removal by Thamer Diwan, Zaidun N. Abudi, Mustafa H. Al-Furaiji, Rouhollah Y. Farsani

“… The treatment of oily wastewater is a challenging and complex task. Their efficiency in removing oil was evaluated in efforts to reach two objectives: increasing permeate flux as well as maximizing oil removal. …”
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Application of domain-specific modeling in kinetography and bipedal humanoid robot control by Verislav Djukić, Dragana Oros, Marko Penčić, Zhenli Lu

“…Our approach, which uses DSLs, adopts complex movements and gestures performed by the feet of dancers using professional dancers, people with above-average motor skills, as reference. …”
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Caractérisation spatiale et temporelle du recul du sommet de falaises basques : recherche méthodologique by Lisa Martins, Yannick Thiery, Lucie Guillen, Thomas Dewez, Clara Lévy, Christophe Garnier

“…Qualifying and quantifying this recession in a representative way remains complex, as the different existing approaches give variable results. …”
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Efficient Dynamic Window Approach With Neural Multi-Trajectory Proposer by Shinya Yasuda, Hiroshi Yoshida

“…We propose a control method for mobile robots that improves navigation in complex environments by integrating the dynamic window approach (DWA) and reinforcement learning technique. …”
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Integrated Intelligent System for Rail Flaw Detection Vehicle by Xiangyang ZHANG, Jiangping LUO

“…However, the existing domestic ultrasonic system architecture platform has the phenomenon of data congestion and computer crash when it is used in the detection of complex railway sections, which leads to the missing detection of sections. …”
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Numerical and Experimental Study of the Temperature Distribution Characteristics of a Cryogenic Non-thermal Equilibrium Cylinder by Du Yicen, Cheng Ruijie, Wu Shize, Cai Aifeng, Wu Jingyi, Yang Guang

“…To study the surface temperature distribution characteristics and related control methods of cryogenic non-thermal equilibrium cylinders under complex heat transfer conditions, this study establishes two models of heat transfer enhancement methods appended to pure top ventilation: an additional local nozzle air supply and a radiation screen. …”
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RIM-Net: A Real-Imaginary-Magnitude Network for NLOS/LOS Identification in UWB Indoor Positioning Systems by Jiacheng Ni, Fang Li, Shuai Cao, Linsong Li

“…Furthermore, the optimization of the TOA algorithm validated the effectiveness of RIM-Net in localization, achieving an average performance improvement of 9.66%. This approach provides an effective solution for NLOS/LOS identification in complex channel conditions within UWB positioning systems.…”
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Design of intelligent energy management system for electric vehicles based on multi-objective optimization by Xinyan Wang, Yichao Li

“…Additionally, the system exhibited an average acceleration time of 5.38 s and an average hill climbing ability of 25.91%. …”
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