Quantitative biomechanical analysis of fracture patterns in ipsilateral femoral neck and shaft fractures: an in-silico study by Zhongwei Xiong, Zihao Liu, Houquan Zhou, Xiang Zhang, Jialei Chen

“…IntroductionIpsilateral femoral neck and shaft fractures (IFN-SFs) caused by high-energy trauma pose a significant risk of complications related to bone healing. Prompt identification of fracture types and maintenance of fracture fixation stability can mitigate this risk. …”
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WHY WE CANNOT PREDICT STRONG EARTHQUAKES IN THE EARTH’S CRUST by Iosif L. Gufeld, Margarita I. Matveeva, Oleg N. Novoselov

“…Processes that actually take place in the lithosphere are causes of such an ambiguity, i.e. the lack of any deterministic relations in development of critical seismotectonic situations. Methods for identification of the geological medium characterized by continuously variable parameters are considered. …”
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Further to the Opportunities to Elevate the Industrial Policy’ Effectiveness in the Arctic Zone of the Russian Federation by E. L. Moreva, L. V. Obolenskaya

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Adaptive deep SVM for detecting early heart disease among cardiac patients by S. N. Netra, N. N. Srinidhi, E. Naresh

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Methodological Features of Validating Forensic Expert Techniques by A. I. Usov, G. G. Omel’yanyuk, G. I. Bebeshko, I. P. Lyubetskaya, I. B. Afanas’ev

“…They demonstrate that the specificity, diversity, and complexity of the objects of expert study require the classification of the applied methods in terms of metrology, identification of the main validation parameters of quantitative and qualitative methods, organization of experiments, and evaluation of validation parameters using mathematical analysis methods. …”
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Retrospective review of methodological foundations for the new monograph «Spectrometry in the near infrared regioN» by O. V. Soboleva, T. E. Elizarova, A. Yu. Arik, A. M. Koldina, M. A. Morozova

“…This review discusses the new monograph of the XIII edition of the State Pharmacopoeia in the light of existing methodological approaches developed and validated for the assessment of drug quality parameters such as identification, content uniformity, assay, etc. …”
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Prospects for improving evaluation of live tularemia vaccine quality by I. V. Kasina, S. A. Alekseeva, Z. E. Berdnikova, T. I. Nemirovskaya, A. S. Alekhina

“…The article presents prospects for improving the evaluation of live tularemia vaccine (hereinafter - tularemia vaccine) quality in terms of the following parameters: «Identification», «Specific activity (the number of living microbial cells)» and the «Absence of extraneous microorganisms and fungi». …”
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Specifics of herbal drugs quality testing with the examples of typical criticism of laboratory testing of those by N. P. Antonova, S. S. Prokhvatilova, E. P. Shefer, A. M. Kalinin

“…It enlists the main terms and definitions, and the requirements to presentation of the quality parameters. It provides the examples of typical criticism of the normative documents on herbal drugs in terms of various quality parameters, including “Appearance”, “Identification tests”, “Chromatography”, “Degree of fineness”, “Assay”. …”
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Analysis of biological and genetic stability of tick-borne encephalitis strain 205 used in the production of tick-borne encephalitis vaccines EnceVir and EnceVir Neo for children by M. S. Vorobyeva, G. M. Ignatyev, N. A. Netesova, E. V. Otrashevskaya, N. Kh. Stavitskaya, M. S. Shcherbinina, K. A. Sarkisyan, V. A. Shevtsov, A. V. Rukavishnikov, V. P. Bondarev

“…Biological activity parameters (tick-borne encephalitis virus (TBEV) titre in log LD50/ml) were studied by using different ways of infecting outbred white mice, and strain 205 identification (specificity) was determined by comparing it to a reference strain in a biological neutralization assay (BNA) according to the manufacturer’s specifications for the vaccines concerned. …”
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Control Study of Hydropower System with Francis Turbine in Isolated Operation by Usha Adhikari, Pramish Shrestha, Bernt Lie

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On-line Diagnosis Technology for the Shock Absorbers on Subway Vehicle Based on RLS by WANG Yu, LYU Yu, ZHAO Muhua

“…Diagnostic results show that the RLS algorithm has better tracking convergence effect in the shock absorber online parameter identification.…”
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Co-Optimization of Vibration Suppression and Data Efficiency in Robotic Manipulator Dynamic Modeling by Xiaowei Han, Kunru Wu, Nanmu Hui

“…In response to the limitations of vibration suppression performance caused by the difficulty in accurately modeling nonlinear friction during robotic manipulator dynamics parameter identification, this paper proposes a hybrid identification method based on a Broad Learning System (BLS) optimized by Particle Swarm Optimization (PSO). …”
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The extremes of continuum and emission-line variability of AGN: Changing-look events and binary SMBHS by Komossa S., Grupe D.

“…We also point out remaining challenges in the identification of changing-look (CL) AGN and discuss future prospects. …”
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Research on dimension measurement algorithm for parcel boxes in high-speed sorting system by Ning Dai, Jingchao Chen, Xudong Hu, Yanhong Yuan

“…In addition, it is difficult for existing parcel box detection algorithms to strike a balance between identification efficiency, identification accuracy and deployment cost. …”
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Low-intensity burning effects on human skeletal remains: insights from a case study by M. Beatriz Barreiro, João Fernandes, Miguel Morgado, David Gonçalves, Maria Teresa Ferreira

“…Sex was the most affected parameter, with the majority of the post-burning estimations pointing towards a female individual. …”
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Operational Modal Analysis of Civil Engineering Structures with Closely Spaced Modes Based on Improved Hilbert–Huang Transform by Xu-Qiang Shang, Tian-Li Huang, Yi-Bin He, Hua-Peng Chen

“…In long-span bridges and high-rise buildings, closely spaced modes are commonly observed, which greatly increases the challenge of identifying modal parameters. Hilbert–Huang transform (HHT), a widely used method for modal parameter identification, first applies empirical mode decomposition (EMD) to decompose the acquired response and then uses the Hilbert transform (HT) to identify the modal parameters. …”
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A Recognition Method for Marigold Picking Points Based on the Lightweight SCS-YOLO-Seg Model by Baojian Ma, Zhenghao Wu, Yun Ge, Bangbang Chen, He Zhang, Hao Xia, Dongyun Wang

“…Accurate identification of picking points remains a critical challenge for automated marigold harvesting, primarily due to complex backgrounds and significant pose variations of the flowers. …”
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Multi-kernel inception-enhanced vision transformer for plant leaf disease recognition by Sk Mahmudul Hassan, Kumar Sekhar Roy, Ruhul Amin Hazarika, Mehbub Alam, Mithun Mukherjee

“…Abstract The timely and precise identification of diseases in plants is essential for efficient disease control and safeguarding of crops. …”
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Use of X means and C4.5 algorithms on lateral cephalometric measurements to identify craniofacial patterns by Merve Gonca, Mehmet Birol Özel

“…The interincisal angle was the main parameter determining the distinction between Clusters 0 and 1. …”
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(IoT) Network intrusion detection system using optimization algorithms by Luo Shan

“…In multi-class attack identification scenarios, the framework mitigates feature confusion between rare attacks (e.g., user-to-root attacks) and normal traffic through adaptive feature weight allocation. …”
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