A Comparison of Ice Cold Water Pretreatment and α-Bromonaphthalene Cytogenetic Method for Identification of Papaver Species by Amir Rezaei Osalou, Sheida Daneshvar Rouyandezagh, Behrouz Alizadeh, Celal Er, Cafer Sirri Sevimay

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Research on sinusoidal load identification method under structural natural frequency excitation based on LSTM-CNN by HE Wenbo, SUN Hanyu, XIE Jiang, ZHANG Xiaoqiang

“…Addressing the challenge of low identification accuracy in traditional load identification methods based on the truncated singular value decomposition（TSVD）method，especially when the external load frequency approaches or reaches the natural frequency of the structure，the LSTM-CNN load identification model is proposed in this paper. …”
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An Autism Spectrum Disorder Identification Method Based on 3D-CNN and Segmented Temporal Decision Network by Zhiling Liu, Ye Chen, Xinrui Dong, Jing Liu

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Automatic identification and characteristics analysis of crack tips in rocks with prefabricated defects based on deep learning methods. by Mingtao Gao, Minhui Li, Lu Chen, Zihao Guo, Chengyang Guo, Liping Li, Changsen Bu

“…However, the traditional manual interpretation method is inefficient and influenced by subjective factors, which makes it tough to fulfill the requirements for high-precision and automated detection. …”
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A STUDY ON FATIGUE DAMAGE IDENTIFICATION METHOD OF A BLADE COMPOSITE LAMINATE WITH DELAMINATION DEFECTS (MT) by YU FangAi, ZHOU Bo, ZHANG XueYan, XIN Wen

“…A method of the acoustic emission signal processing based on harmonic wavelet power spectrum and energy spectrum is proposed. …”
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Research on damage identification method of composite beams based on dynamic macro-strain under impact load by Yunsheng LI, Ding HE, Xiaoyuan JIA, Chunlei CUI, Xueliang Rong, Yanling ZHANG

“…Then, based on the evaluation index βn obtained from the amplitude of the slip macro-strain spectrum, and using the two-stage identification method, the location of damaged stud can be identified effectively. …”
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Classification and Identification of Foodborne Bacteria in Beef by Utilising Surface-Enhanced Raman Spectroscopy Coupled with Chemometric Methods by Huixin Zuo, Yingying Sun, Mingming Huang, Stephanie Marie Fowler, Jing Liu, Yimin Zhang, Yanwei Mao

“…Overall, it was concluded that the SERS technique combined with chemometrics methods could achieve the rapid detection and classification identification of foodborne pathogenic bacteria, providing an effective means for food safety monitoring.…”
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NMR Logging Environment Analysis and T2 Spectrum Oil Layer Identification Method in Low Permeability Reservoir by CAO Zhifeng, LINGHU Song, MENG Xin, BAI Peng, SUN Zhenglong, ZHANG Kai

“…The NMR T2 spectral volume relaxation spectra of core saturated with water, saturated with oil and saturated with water centrifugation are consistent with the NMR T2 spectral long relaxation time peak of formation crude oil, and the standard of NMR T2 spectra 100 ms is determined to identify oil and water layers. This method has achieved remarkable results in reservoir fluid identification, the results provide a reference for the identification of complex reservoir fluids by NMR T2 spectroscopy.…”
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IDENTIFICATION OF THE HARD LAYER USING WENNER CONFIGURATION RESISTIVITY METHOD (CASE STUDY: JALAN SAMBOJA – SEPAKU) by Febrian Dedi Sastrawan, Liliana Rossa, Rahmania Rahmania, Meidi Arisalwadi, Adrian Rahmat Nur

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Methods of extraction, separation and identification of cyclic peptides from flaxseed (Linum usitatissimum L.): A review by R. V. Sobolev, I. E. Sokolov, N. A. Petrov, V. А. Sarkisyan, A. A. Kochetkova

“…The aim of this review was to systematize and summarize the available literature data on methods of extraction, separation and identification of cyclopeptides from flaxseed oil. …”
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Research on Characteristic Analysis and Identification Methods for DC-Side Grounding Faults in Grid-Connected Photovoltaic Inverters by Wanli Feng, Lei Su, Cao Kan, Mingjiang Wei, Changlong Li

“…Based on the leakage current mechanisms and statistical characteristics of grid-connected PV inverters, a multi-type DC-side grounding fault identification method is proposed using the light gradient-boosting machine (LGBM) algorithm. …”
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Identification of luteolin-7-glucoside metabolites after oral administration and development of a method for their quantitative analysis by G. V. Adamov, O. L. Saybel, A. N. Babenko, E. S. Melnikov, A. I. Radimich, O. Yu. Kulyak, L. V. Krepkova

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A remote sensing image scene boundary identification method conforming to human visual perception (SBVP) by Xinyi Yang, Wenquan Zhu, Ruoyang Liu, Cenliang Zhao

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Evaluating the Stress State and the Load-Bearing Fraction as Predicted by an In Vivo Parameter Identification Method for the Abdominal Aorta by Jerker Karlsson, Jan-Lucas Gade, Carl-Johan Thore, Carl-Johan Carlhäll, Jan Engvall, Jonas Stålhand

“…This evaluation advances the parameter identification method towards clinical application as a potential tool for assessing arterial mechanics.…”
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Publisher Correction: The intelligent fault identification method based on multi-source information fusion and deep learning by Dashu Guo, Xiaoshuang Yang, Peng Peng, Lei Zhu, Handong He

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Identification Method of Highway Accident Prone Sections Under Adverse Meteorological Conditions Based on Meteorological Responsiveness by Yanyang Gao, Chi Zhang, Maojie Ye, Bo Wang

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Research and Evaluation of a New Structural Damage Identification Method Based on a Refined Genetic Algorithm by Yuantian Qin, Zhehang Yin, Jiahao Ma

“…The INFO and RGA algorithms are used to optimize the objective function for damage identification. The simulation results verify the effectiveness of the three damage identification methods. …”
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Automatic identification and characteristics analysis of crack tips in rocks with prefabricated defects based on deep learning methods by Mingtao Gao, Minhui Li, Lu Chen, Zihao Guo, Chengyang Guo, Liping Li, Changsen Bu

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Near Infrared Spectroscopy Based on Supervised Pattern Recognition Methods for Rapid Identification of Adulterated Edible Gelatin by Hao Zhang, Haifeng Sun, Ling Wang, Shun Wang, Wei Zhang, Jiandong Hu

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An Aircraft Pallet Damage Monitoring Method Based on Damage Subarea Identification and Probability-Based Diagnostic Imaging by Bin Liu, Tingzhang Liu, Yue Lin, Jianfei Zhao

“…To improve the safety and economy of aircraft pallet use, an aircraft pallet damage monitoring method based on damage subarea identification and probability-based diagnostic imaging is proposed. …”
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