Source Tracing of Raw Material Components in Wood Vinegar Distillation Process Based on Machine Learning and Aspen Simulation by Siqi Liao, Wanting Sun, Haoran Zheng, Qiyang Xu

“…As a kind of high-oxygen organic liquid produced during biomass pyrolysis, wood vinegar possesses significant industrial value due to its rich composition of acetic acid, phenols, and other bioactive compounds. …”
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Precise Relative Positioning of Vehicles with On-the-Fly Carrier Phase Resolution and Tracking by Fabian de Ponte Müller, Diego Navarro Tapia, Matthias Kranz

“…Forward collision warning systems, lane change assistants, and cooperative adaptive cruise control are examples of safety relevant applications that rely on accurate relative positioning between vehicles. …”
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QoS Supported IPTV Service Architecture over Hybrid-Tree-Based Explicit Routed Multicast Network by Chih-Chao Wen, Cheng-Shong Wu

“…To increase network utilization, the constrained shortest path first (CSPF) routing algorithm is designed for construction of hybrid tree to deliver the high-quality video stream over watching channel and standard quality over surfing channel. …”
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Urban Air Mobility Vertiport’s Capacity Simulation and Analysis by Antoni Kopyt, Sebastian Dylicki

“…The framework integrates dynamic grid-based spatial management, probabilistic mission duration algorithms, and EASA-compliant operational protocols to address the infrastructural and logistical demands of high-density UAS operations. …”
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BIOCOMPATIBILITY OF MEDICAL DEVICES BASED ON METALS, CAUSES FORMATION OF PATHOLOGICAL REACTIVITY (A REVIEW OF FOREIGN LITERATURE) by O. M. Rozhnova, V. V. Pavlov, M. A. Sadovoy

“…Consequently, there is a need to search for ways to improve the biocompatibility of materials used in medicine, based on an assessment of immune defense mechanisms, and the development of algorithms preoperative tactics.…”
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Optimization of non-smooth functions via differentiable surrogates. by Shikun Chen, Zebin Huang, Wenlong Zheng

“…This approach bridges the gap between model accuracy and optimization efficiency, offering a practical solution for optimizing non-differentiable machine learning models that can be extended to other tree-based ensemble algorithms. The method has been successfully applied to real-world steel alloy optimization, where it achieved superior performance while maintaining all metallurgical composition constraints.…”
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Beyond the Leak: Analyzing the Real-World Exploitation of Stolen Credentials Using Honeypots by Matej Rabzelj, Urban Sedlar

“…We examine generative algorithms (e.g., keywalk patterns, hashcat rules), finding they are widely used by users but not attackers—unless included in wordlists. …”
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ML-based top taggers: Performance, uncertainty and impact of tower & tracker data integration by Rameswar Sahu, Kirtiman Ghosh

“…Machine learning algorithms have the capacity to discern intricate features directly from raw data. …”
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Practical use of on-board fuel metering systems of diesel locomotives by K. P. Popov

“…On-board fuel metering systems for diesel locomotives created by different manufacturers differ both in the composition of the sensors used and in the software for processing the registration data. …”
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Unconfined Mechanical Properties of Nanoclay Cement Compound Modified Calcareous Sand of the South China Sea by Wei Wang, Jian Li, Jun Hu

“…The micromechanism of nanoclay and cement composite modified calcareous sand was analyzed by SEM. …”
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Improved High-Order Difference Scheme for the Conservation of Mass and Energy in the Two-Dimensional Spatial Fractional Schrödinger Equation by Junhong Tian, Hengfei Ding

“…In this paper, our primary objective is to develop a robust and efficient higher-order structure-preserving algorithm for the numerical solution of the two-dimensional nonlinear spatial fractional Schrödinger equation. …”
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A Damage Detection Approach in the Era of Industry 4.0 Using the Relationship between Circular Economy, Data Mining, and Artificial Intelligence by Meisam Gordan, Saeed-Reza Sabbagh-Yazdi, Khaled Ghaedi, Zubaidah Ismail

“…In addition, vibration characteristics of a composite bridge deck structure are employed as inputs of AI algorithms. …”
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Energy absorption mode and mechanical matching of crashworthiness structure aheads for standardized metro train by YANG Xiangyun, LU Zhaijun

“…The ejector rod honeycomb composite structure can significantly improve the energy absorption characteristics. …”
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Self-Adaptive MOEA Feature Selection for Classification of Bankruptcy Prediction Data by A. Gaspar-Cunha, G. Recio, L. Costa, C. Estébanez

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Methodology for Diagnostics of the Company Management and Technological Maturity by Olena Martynyuk

“…Basing on the analysis performed, the author created a concept of levels of the company management and technological maturity considering the main parameters of the company management and technological maturity. A composite algorithm was proposed for determining the level of managerial technological maturity (LMTM), end exposition of a complex of management techniques to ensure the company dynamic progress based on determining a level of the management and technological maturity. …”
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Multi-fault diagnosis and damage assessment of rolling bearings based on IDBO-VMD and CNN-BiLSTM by Lihai Chen, Xiaolong Bai, Yonghui He, Dong Jia, Yican Li, Zhenshui Li

“…The HUST dataset is used to discuss the application of signal processing methods and neural network models in bearing composite fault diagnosis. The advantages of the proposed scheme in bearing composite fault and damage assessment are verified, effectively solving the challenge of rolling bearing composite fault diagnosis.…”
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Research on scraper conveyor load prediction method based on wavelet transform and BP neural network by Dan Zhang, Jiafeng Qin, Weidong Wu, Yongtao Zhu, Weijie Guo

“…Abstract Scraper conveyor load prediction is crucial to realize the cooperative speed regulation of coal mining machine and scraper conveyor. …”
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Design of an intelligent assisted driving system for underground trackless rubber-tired vehicles based on multi-sensor data fusion by Wei LI, Fei MENG, Yu WANG, Yang WEI, Haixing CHENG, Naibang WANG

“…The test results show that the accuracy of the multimodal fusion perception algorithm of the system in obstacle recognition has reached more than 96%, and the safety of man-machine cooperative driving is improved to 99.6%.…”
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Research Progress on Information Model of Urban Green Space by Wei ZHANG, Yahan YAN

“…Additionally, due to the growth and changing processes of plants, corresponding dynamic simulation algorithms need to be established. By summarizing and analyzing the green space-related components of existing digital information model standards both domestically and internationally, this research explores different expression methods suitable for green space information modeling by focusing on three aspects: model composition, data relationship, and analytical evaluation applications. …”
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Hydrogen Enhancement in Syngas Through Biomass Steam Gasification: Assessment with Machine Learning Models by Yunye Shi, Diego Mauricio Yepes Maya, Electo Silva Lora, Albert Ratner

“…These algorithms outperform traditional models by accurately handling complex, high-dimensional data more efficiently and cost-effectively. …”
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