A Machine Learning Framework for Urban Ventilation Corridor Identification Using LBM and Morphological Indices by Bu Yu, Peng Xie

“…To address this limitation, this study proposes a morphology-driven, machine learning-based framework for ventilation corridor identification. The method integrates Lattice Boltzmann Method (LBM) simulations, neighborhood-based feature normalization, and a random forest regression model to establish a predictive relationship between morphological indices and wind speed distributions under prevailing wind conditions. …”
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IDENTIFICATION OF CANNABIMIMETIC MDMB(N)-073F METABOLITES IN URINE BY METHOD OF GAS CHROMATOGRAPHY WITH MASS SPECTROMETRIC DETECTION by S. S. Kataev, O. N. Dvorskaya, M. A. Gofenberg

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Identification of uncorrelated sources of exciting forces by means of the methods of crosspower spectrum matrix decomposition into singular values and eigenvalues by J. KROMULSKI

“…The practical use of the method of the crosspower spectrum matrix decomposition into singular values in problems of the identification of exciting force sources is discussed. …”
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Transmission of zoonotic infections (bacteria, parasites, viruses, and fungi) from aquaculture to humans and molecular methods for organism identification by Basim S. A. Al Sulivany, Payman M. S. Abdulrahman, Dilveen Y. Ahmed, Rondik O. Naif, Evan A. Omer

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Two-Dimensional Ray Mathematical Model of Mechanoelectric Transformations Method for Location of Macrodefects Identification in Solid Dielectric Structures by Р.А. Лаас, П.Н. Хорсов, А.П. Суржиков, А.А. Беспалько, А.С. Гынгазов, Д.Ж. Карабекова, А.К. Хасенов

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CNN-GRU-ATT Method for Resistivity Logging Curve Reconstruction and Fluid Property Identification in Marine Carbonate Reservoirs by Jianhong Guo, Hengyang Lv, Qing Zhao, Yuxin Yang, Zuomin Zhu, Zhansong Zhang

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Rapid and Nondestructive Identification of Origin and Index Component Contents of Tiegun Yam Based on Hyperspectral Imaging and Chemometric Method by Yue Zhang, Yuan Li, Cong Zhou, Junhui Zhou, Tiegui Nan, Jian Yang, Luqi Huang

“…Therefore, it is necessary to establish a method to identify the origin and index component contents of Tiegun yam. …”
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A Machine Learning-Based Method for Lithology Identification of Outcrops Using TLS-Derived Spectral and Geometric Features by Yanlin Shao, Peijin Li, Ran Jing, Yaxiong Shao, Lang Liu, Kunpeng Zhao, Binqing Gan, Xiaolei Duan, Longfan Li

“…Lithological identification of outcrops in complex geological settings plays a crucial role in hydrocarbon exploration and geological modeling. …”
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Direct MALDI-TOF MS-based method for rapid identification of microorganisms and antibiotic susceptibility testing in urine specimens by Fouad Assi, Brahim Jabri, Lamia Melalka, Yassine Sekhsokh, Mimoun Zouhdi

“…This study aimed to evaluate the performance of a direct, rapid identification technique using MALDI-TOF MS for pathogen identification and antibiotic susceptibility testing in UTIs, aiming to reduce diagnostic time compared to standard culture methods. …”
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Laboratory Identification of Metallo-beta-lactamase Producing Clinical Isolates of Pseudomonas aeruginosa: An Assessment of Different Phenotypic Methods by Aruna Siddabathuni

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Identification of Slip Surfaces Using Vertical Electrical Sounding Method in Desa Seumadam for The Study of Landslide-Prone Areas by Sabrian Tri Anda, Fajriani Fajriani, Haikal Fajri, Zul Fadhli, Muhammad Ari Fahril, Rachmad Almi Putra

“…This study explores the application of the Vertical Electrical Sounding (VES) method for identifying potential slip surfaces in the Desa Seumadam region, a known landslide-prone area. …”
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Research on automatic identification method for pipeline girth weld defects based on X-ray images and sparse representation by Shaohui JIA, Yaping LI, Weixin GAO, Yunchao PENG, Xinjian ZHANG, Yuxia WANG

“…Conclusion The proposed defect identification method demonstrates its capability to greatly improve the detection quality and efficiency of potential safety hazards in pipeline girth welds, underscoring its promising prospects in industrial applications.…”
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Research on Grounding Fault Identification Method of DC 600 V Power Supply System Based on Random Forest by Zhou ZENG, Zixian LI, Wei DONG, Jian GUO, Jie CAI

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An Innovative Indoor Localization Method for Agricultural Robots Based on the NLOS Base Station Identification and IBKA-BP Integration by Jingjing Yang, Lihong Wan, Junbing Qian, Zonglun Li, Zhijie Mao, Xueming Zhang, Junjie Lei

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Identification method of security in patrol inspection for distribution network equipment based on rapid discrimination of drone video image by WU Xueqiong, YU Haiping, FAN Yanhe

“…In view of the characteristics of various types of distribution network equipment, heavy workload of daily security inspection and many potential safety hazards, moreover, the traditional manual inspection method is difficult to quickly identify a variety of security vulnerabilities of distribution network equipment, this paper proposes an identification method of security in patrol inspection for distribution network equipment based on four-rotor drone. …”
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Distribution network topology identification method based on state estimation with mixed integer programming and structural equation model by Bo Liu, Jiaxuan Chen, Jiang Li

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A Low-Frequency Oscillation Identification Method for Power System Based on Adaptive Generalized S-Transform with Bat Algorithm by Miao Yu, Jingjing Wei, Shuoshuo Tian, Jianqun Sun, Yixiao Wu, Shouzhi Zhang, Jingxuan Hu

“…The system enables identification and visual monitoring of low-frequency oscillations. …”
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ZymoSoups: A High-Throughput Forward Genetics Method for Rapid Identification of Virulence Genes in Zymoseptoria tritici by Haider Ali, Megan C. McDonald, Graeme J. Kettles

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Carreau’s Rheological Model and A.N. Tikhonov’s Regularization Method: Parametric Identification Based on a CFD model by Anatoly A. Khvostov, Gazibeg O. Magomedov, Victor I. Ryazhskih, Aleksey V. Kovalev, Aleksey A. Zhuravlev, Magomed G. Magomedov

“…Tikhonov’s regularization method of the parametric identification of Carreau's rheological model. …”
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Failure State Identification and Fault Diagnosis Method of Vibrating Screen Bolt Under Multiple Excitation of Combine Harvester by Jiaojiao Xu, Tiantian Jing, Meng Fang, Pengcheng Li, Zhong Tang

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