A fuzzy method for the usability evaluation of nuclear medical equipment by Cláudio Henrique dos Santos Grecco, Isaac José Antonio Luquetti dos Santos, Marcos Santana Farias, Larissa Pereira de Farias, Alfredo Marques Vianna Filho

“…A wide range of usability evaluation methods have been proposed, but few methods focus on developing an objective and practical evaluation method for usability. …”
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LSTM Logging Curve Prediction Method Based on Attention Mechanism by DAI Baoqing, PENG Jiaqiong, ZHANG Tianhuan, ZHAO Jiafeng, ZHAO Jianpeng

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Simulation of Mosul Dam Break Using Finite Volume Method by Ayhan H. Saleem, Jowhar R. Mohammad

“…In this research, a FORTRAN code based on the finite volume method is modified to solve the two-dimensional shallow water equations and simulating the Mosul dam break. …”
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A high-efficiency modeling method for analog integrated circuits by Dongdong Chen, Yunqi Yang, Xianglong Wang, Di Li, Guoqing Xin, Yintang Yang

“…The sparse topology mapping method was proposed to map the design parameters into a sparse matrix, which includes the spatial and transistor characteristics of analog IC. …”
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Application of biological welding as a method of treatment of esophageal metaplasia by V. V. Tyselskyi, B. G. Bondarchuk, V. A. Hordovskyi, A. B. Kebkalo

“…High-frequency welding of living tissues constitute a safe and effective method of treatment in patients, having esophageal metaplasia.…”
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Detection: A convolutional network method for plant disease recognition by Enow Takang Achuo Albert, Ngalle Bille, Ngonkeu Mangaptche Eddy Leonard

“…The results suggest that the proposed feature extraction ConvNet is a performant method for plant disease recognition.…”
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Postfailure Characterization of Shallow Landslides Using the Material Point Method by Thanh Son Nguyen, Kuo-Hsin Yang, Chia-Chun Ho, Feng-Chi Huang

“…Thus, in this study, a series of numerical simulations using the material point method (MPM) were conducted to analyze the kinematic behavior and soil movement of shallow landslides (infinite slope problems). …”
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Influence of Stress Level on the Determination of In Situ Stress by DRA Method by Yuxin Ban, Qiang Xie, Jiahui Tang, Jun Duan, Xiang Fu, Xiaoqiang Xue

“…The research results can provide an experimental basis for promoting the theoretical development and field application of the testing in situ stress with the DRA method.…”
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A Graph Representation Learning-Based Method for Event Prediction by Xi Zeng, Guangchun Luo, Ke Qin, Pengyi Zheng

“…Additionally, by combining GNNs with pretrained language models, a dynamic graph representation learning method is proposed. This means that a unified graph representation learning model can be built by following specific rules, thus predicting the development trajectory of events more accurately. …”
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Vertical Delivery as a Method of Prevention of Obstetric and Perinatal Complications by M. N. Mochalova, S. V. Novokshanovа, V. A. Mudrov

“…One of the alternative methods of delivery is the vertical position of a woman in the intrapartum period. …”
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Digital phenotyping as a new method of screening for mental disorders by E. D. Kasyanov, Ya. V. Kovaleva, G. E. Mazo

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Deepfake detection method based on patch-wise lighting inconsistency by Wenxuan WU, Wenbo ZHOU, Weiming ZHANG, Nenghai YU

“…The rapid development and widespread dissemination of deepfake techniques has caused increased concern.The malicious application of deepfake techniques also poses a potential threat to the society.Therefore, how to detect deepfake content has become a popular research topic.Most of the previous deepfake detection algorithms focused on capturing subtle forgery traces at pixel level and have achieved some results.However, most of the deepfake algorithms ignore the lighting information before and after generation, resulting in some lighting inconsistency between the original face and the forged face, which provided the possibility of using lighting inconsistency to detect deepfake.A corresponding algorithm was designed from two perspectives: introducing lighting inconsistency information and designing a network structure module for a specific task.For the introduction of lighting task, a new network structure was derived by designing the corresponding channel fusion method to provide more lighting inconsistency information to the network feature extraction layer.In order to ensure the portability of the network structure, the process of feature channel fusion was placed before the network extraction information, so that the proposed method can be fully planted to common deepfake detection networks.For the design of the network structure, a deepfake detection method was proposed for lighting inconsistency based on patch-similarity from two perspectives: network structure and loss function design.For the network structure, based on the characteristic of inconsistency between the forged image tampering region and the background region, the extracted features were chunked in the network feature layer and the feature layer similarity matrix was obtained by comparing the patch-wise cosine similarity to make the network focus more on the lighting inconsistency.On this basis, based on the feature layer similarity matching scheme, an independent ground truth and loss function was designed for this task in a targeted manner by comparing the input image with the untampered image of this image for patch-wise authenticity.It is demonstrated experimentally that the accuracy of the proposed method is significantly improved for deepfake detection compared with the baseline method.…”
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Method for Estimating the Bandwidth Capacity of a Steganographic Communication Channel by Bobok I.I., Kobozieva A.A., Laptiev O.A., Savchenko V.A., Salii A.G., Kurtseitov T.L.

“…The main objectives of the study are to develop a ste-ganalytic method for estimating the bandwidth capacity of a covert channel using an improved approach to analyzing information systems. …”
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An Efficient Method for the Synthesis and In Silico Study of Novel Oxy-Camalexins by Maria Bachvarova, Yordan Stremski, Donyo Ganchev, Stela Statkova-Abeghe, Plamen Angelov, Iliyan Ivanov

“…Methoxycamalexins are close structural derivatives of the indolic phytoalexin <i>Camalexin</i>, which is a well-known drug lead with an antiproliferative and antioxidant profile. 6-methoxycamalexin, 7-methoxycamalexin, and 6,7-dimethoxycamalexin are natural bioactive products, and there is significant interest in the development of efficient methods for the synthesis of structurally related analogues. …”
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The Questionnaire Survey Method in Medicine on the Example of Treatment Adherence Scales by Yu. V. Lukina, N. P. Kutishenko, S. Yu. Martsevich, O. M. Drapkina

“…Aim. Development, testing and validation of the original questionnaire “Adherence Scale” (AS) in the PRIORITY and ANTEY observational studies (OS).Materials and methods. …”
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IMPLEMENTATION OF THE CASE STUDY METHOD IN DISTANCE LEARNING OF ENTREPRENEURSHIP FUNDAMENTALS by O. R. Chepyuk, A. I. Gorylev

“…By means of methods of aggregation, deduction and logical synthesis, the authors developed the principles of the organization of distance training of economic disciplines on the basis of the case study method. …”
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Method of Calculation of Integrated Performance Indicators of Defense Industry Organizations by S. E. Eroshin

“…The purpose of the study is to develop a parametric monitoring system for defense industry enterprises, optimizing on the principle of minimum sufficiency a set of key indicators of the activities of organizations and increasing the efficiency of management of research institutes, design bureaus, industrial and service enterprises of the military-industrial complex.Materials and methods. …”
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A Method of Productivity Prediction for Multi-Fractured Horizontal Well by YANG Fan, GAO Yanwu, SHAO Guanghui, LIU Jieli, XU Rui, ZHOU Jufeng

“…On this basis, the productivity prediction model of horizontal wells is established by using the method of multiple linear regression. The parameters of the productivity prediction model are easy to obtain and operate. …”
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An Optimization Method for Operation Adjustment of High-Speed Delayed Trains by Xiaojuan Li, Yueying Huo, Zhenying Yan, Baoming Han

“…Finally, the timetable of the Beijing-Shanghai high-speed railway is considered as the actual case for analysis. Thus, the method was proven feasible for operation adjustment of delayed trains.…”
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A Rapid Method for Obtaining the Transgenic Roots of Crassulaceae Plants by Lan Zhou, Yulu Yang, Anket Sharma, Vijay Pratap Singh, Durgesh Kumar Tripathi, Wona Ding, Muhammad Junaid Rao, Bingsong Zheng, Xiaofei Wang

“…Crassulaceae plants are valued for their horticultural, ecological, and economic significance, but their genetic improvement is hindered by the absence of efficient and stable genetic transformation methods. Therefore, the development of a tailored genetic transformation method is crucial for enhancing the progress of the genetic improvement of Crassulaceae plants. …”
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