A New Approach of Disaster Forecasting Based on Least Square Optimized Neural Network by Fanbao Meng, Suolin Jing, Xizhen Sun, Changxiang Wang, Yanbo Liang, Da Pang

“…The evaluation of the risk is the prerequisite for the implementation of countermeasures in the prevention and control of rock burst, and the research on the fast forecast at scene of the rock burst is more important for the safety production of coal mine. …”
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Integrating multi-omics data reveals the antitumor role and clinical benefits of gamma-delta T cells in triple-negative breast cancer by Guixin Wang, Shuo Wang, Wenbin Song, Chenglu Lu, Zhaohui Chen, Long He, Xiaoning Wang, Yizeng Wang, Cangchang Shi, Zhaoyi Liu, Yue Yu, Xin Wang, Yao Tian, Yingxi Li

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Use of an ejector to reduce the time of air injection during testing of the containment system at nuclear power plants by Sergii Surkov, Volodymyr Kravchenko, Iryna Korduba, Andrii Golovchenko, Oleksandr Butenko, Serhii Tsybytovskyi, Yuliia Trach

“…In addition, they used numerical methods that generate an error. The present work uses a mathematical apparatus that provides a more accurate result. …”
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Multi-Objective Optimal Power Flow of Integrated Transmission and Distribution Network Considering Node Carbon Emission Intensity by ZHANG Xianglong, YUAN Zhaoxiang, DONG Shufeng, LIU Ying, XIAO Zhihong, TIAN Yuzhou

“…A multi-objective linear weighted processing method based on a satisfaction function was proposed. [Results] A numerical example was provided to verify that the proposed linear weighted model based on the satisfaction function solution concept can reduce the solving time of the collaborative transmission and distribution power flow by more than 50%. …”
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The Application of Interactive Effect Evaluation Model in the Teaching of College Mathematics Courses by Jungang Chen

“…The traditional mathematics teaching only reflects a function of knowledge inheritance, but lacks the function of knowledge innovation. …”
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Structure and distribution of gynaecological diseases for girls and teenage girls in the Zaporizhzhia area by N. V. Avramenko, O. V. Kabachenko, T. O. Tsaruk

“…In recent years the question of gynecological diseases in women and teenage girls becomes more and more relevance. Girls of pubertal age should become mothers of new generation, but the health of adolescents continues to deteriorate. …”
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Stepper Motor Position Control Using PD and MPC Algorithms Embedded in Programmable Logic Controller by Anshul Jaswal, Ma'moun Abu-Ayyad, Yash Lad, Anilchandra Attaluri

“…In addition, this study compares the result of MPC algorithm with traditional control strategies, such as PD. To generate pulses and read the motor encoder signal, the project used special function modules and implemented IEC 61131 programming code in ladder logic, function blocks, and structured text. …”
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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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Hashtags as pragmatic devices of cultural reproduction in digital discourse by Galina E. Snezhko

“…Although hashtags are becoming more and more popular among academics as online communication tools, little is known about how they contribute to the practical reproduction of cultural norms. …”
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Effect of doped wax on the rheological properties and chemical structure of ultraviolet aged bitumen by Mingyuan Chen, Jiuguang Geng, Leilei He, Huaxin Chen, Yongju Hu

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En-Bloc Kidney Transplantation From Extremely Low-Weight (0.9–5.0 kg) Pediatric Donors: A Decade of Single-Center Experience by Xianpeng Zeng, Qiuxiang Xia, Heng Li, Miao Wang, Hanying Li, Liang He, Hua Su, Chun Zhang, Zhendi Wang

“…Continuous graft volume growth took more than 1 year to reach a stable level. Lower donor/recipient body surface area may lead to higher delayed graft function and slower estimated glomerular filtration rate recovery (P < 0.05). …”
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A one-year follow-up case series on gait analysis and patient-reported outcomes for persons with unilateral and bilateral transfemoral amputations undergoing direct skeletal fixati... by Diana Toderita, Tiereny McGuire, Alice M. Benton, Charles Handford, Arul Ramasamy, Paul Hindle, Anthony M. J. Bull, Louise McMenemy

“…However, understanding of its impact on musculoskeletal function remains limited. Methods This study compares pre- and 1-year post-osseointegration surgery outcomes, focusing on patient-reported measures and musculoskeletal system function during level-ground walking. …”
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Calibration of Low-Cost Capacitive Soil Moisture Sensors for Irrigation Management Applications by Ahmed A. Abdelmoneim, Christa M. Al Kalaany, Roula Khadra, Bilal Derardja, Giovanna Dragonetti

“…The study reports the resulting calibration function along with the accuracy achieved with the generalized calibration function. …”
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Hypoxia-induced metabolic reprogramming in mesenchymal stem cells: unlocking the regenerative potential of secreted factors by Wendy V. Jaraba-Álvarez, Ashanti C. Uscanga-Palomeque, Vanesa Sanchez-Giraldo, Claudia Madrid, Hector Ortega-Arellano, Karolynn Halpert, Karolynn Halpert, Carolina Quintero-Gil

“…By integrating metabolic insights with clinical evidence, we aim to offer a comprehensive perspective on optimizing MSC culture conditions to enhance their regenerative properties, acknowledging that this remains a theoretical standpoint, as conventional culture methods are generally not conducted under hypoxic conditions. This approach holds promise for the development of more effective therapeutic strategies that leverage metabolic modulation to improve MSC-based interventions for a range of diseases.…”
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Do TFEU provisions on free movement of goods apply to private parties: Expanded vertical or horizontal direct effect? by Savković Vladimir

“…Finally, based on the case law analysis, the conclusion is offered that in terms of the recent developments in the field of free movement of goods the CJEU has opted for further expansion of the concept of vertical direct effect in order to both avoid establishing the horizontal direct effect of the freedom of movement of goods and safeguard the functioning of internal market against certain impediments generated by private parties.…”
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Satellite Altimetry-based Extension of global-scale in situ river discharge Measurements (SAEM) by P. Saemian, O. Elmi, M. Stroud, R. Riggs, B. M. Kitambo, F. Papa, G. H. Allen, M. J. Tourian

“…These water level time series are sourced from both existing Level-3 water level time series and newly generated ones within this study. The Level-3 data are gathered from pre-existing data sets, including Hydroweb.Next (formerly Hydroweb), the Database of Hydrological Time Series of Inland Waters (DAHITI), the Global River Radar Altimetry Time Series (GRRATS), and HydroSat. (3) SAEM's third product is rating curves for the defined VSs, which map water level values into discharge values, derived using a nonparametric stochastic quantile mapping function approach. …”
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Wireworms in Florida Sugarcane by R. H. Cherry, M. Karounos

“…More studies are needed, but the current information suggests substantial percentages (e.g. 40% or more) of wireworms could be killed by flooding but, in general, the flood duration had to be at least 4 to 5 weeks at water temperatures above 24 °C. …”
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Wireworms in Florida Sugarcane by R. H. Cherry, M. Karounos

“…More studies are needed, but the current information suggests substantial percentages (e.g. 40% or more) of wireworms could be killed by flooding but, in general, the flood duration had to be at least 4 to 5 weeks at water temperatures above 24 °C. …”
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Targeted Biofeedback Training to Improve Gait Parameters in Subacute Stroke Patients: A Single-Blind Randomized Controlled Trial by Dmitry V. Skvortsov, Sergey N. Kaurkin, Galina E. Ivanova

“…Biofeedback (BFB) is a rehabilitation method, which, among other things, is used for the restitution of motor and gait function. As of now, it has become technically feasible to use BFB training based on target gait parameters to improve the gait function in stroke patients. …”
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Clinical implications, safety, efficacy of Recombinant Human Granulocyte Colony-Stimulating Factors and Pegylated Equivalent by Silvia Bolis, Emilia Cocorocchio, Consuelo Corti, Andrés J M Ferreri, Niccolò Frungillo, Giovanni Grillo, Emanuela Salè Omodeo, Lucilla Tedeschi, Vittorio Ruggero Zilioli

“…For instance, lenograstim binds to receptors in the same way of endogenous ligand, and neutrophils obtained from stimulation with this G-CSF have a physiological activity profile similar to neutrophils normally generated in humans. Conversely, the different interaction between filgrastim and G-CSF receptor is more frequently associated with morphological abnormalities, reduced motility and chemotaxis and a reduced response to bacterial stimuli in induced neutrophils.…”
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