Federated Learning for Brain Tumor Diagnosis: Methods, Challenges and Future Prospects by Ma Yuhan

“…Through the discussion, core issues in this field emerge, including model interpretability, non-independent and identically distributed (Non-IID) data distributions, and computational challenges in FL architecture. …”
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Thermo-Structural Behaviour Prediction of the Nose Cap of a Hypersonic Vehicle Based on Multifield Coupling by Xuewen Sun, Haibo Yang, Tao Mi

“…Considering chemical nonequilibrium of the flow field, heat transfer, and deformation of the structure, a fluid-thermal-structural coupling model of the typical nose cap was established. …”
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Simulation of Hardening and Cooling Processes for Moving Melts in Special Casting Technologies by R. I. Esman, I. I. Shub

“…A mathematical model and an algorithm for numerical solution of conjugate problem concerning hydrodynamics and heat transfer of hardening and cooling processes with liquid metal flow is given in the paper.Quantitative relationships between heating and hydrodynamic parameters of moving melts in the channels of metallic molds of special casting technologies have been determined in the paper. …”
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Material Thermal Characteristic Analysis and Experimental Research of the AMT Clutch Friction Pair by Long Meiyuan, Zhang Zhigang, Shi Xiaohui, Chen Yanyun, Qin Tian

“…According to the special structural forms of AMT clutch,in order to get the temperature rise characteristics of clutch friction with different material parameters under Specific conditions. Firstly,the 3D model of pressure plate and friction plates are established,the heat transfer physical model of AMT clutch is analyzed,the thermal boundary conditions of clutch is determined. …”
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Design and implementation of a novel general format multimedia digital rights management system by Qin-long HUANG, Zhao-feng MA, Jia MO, Xin-xin NIU, Yi-xian YANG

“…Aiming at the copyright protection of multimedia content,a novel general format multimedia digital rights management model was designed which includes encryption and packaging of content,ke nagement,security engine,license management and distribution,DRM client,DRM management and other functional units.This model uses un-structured encryption method which overcomes the limit ions of encryption method based on the content format to sup-port the general format multimedia.In addition,this model uses the license acquisition number as the only certificate to download license to solve the problem of license reissue and transfer,and supports fine-grained control model.Combined with this model,a multimedia digital rights management system was developed based on fixed and mobile converged services which is used in the field of digital consumer.experimental results and practical application show that this scheme with good practice in the copyright protection multimedia content does not affect the multimedia quality,and have high efficiency and safety.…”
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Magnetorotational Instability in Collisional Weakly Ionized Plasma with Distinct Species Velocities by Chenghao Zhang, Haijun Ren

“…In a differential rotating system, we use the incompressible multifluid model to investigate the dynamics of a weakly ionized plasma placed in a vertical background magnetic field with radial shearing. …”
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Research of Thermal Effect of Cable-Stayed Bridge with a Separated Side-Box Steel-Concrete Composite Girder under Solar Radiation by Han-hao Zhang, Pei-zhi Wang, Shuanhai He, Yuan Li, Ke-fan Chen, Nan-nan Sun

“…In this paper, the beam element and mixed element models are combined with the theory of transient heat transfer analysis and meteorology; this approach is adopted to carry out a thermodynamic analysis of a related bridge project. …”
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Research of Three Dimensional Transient Temperature Rise Characteristic of Wet Brake by Cui Tingqiong, Fan Jianwen, Jing Suping, Yang Lei

“…Aiming at the thermal fatigue problem of off-road vehicles under continuous braking,a three-dimensional transient thermal-mechanical coupling analysis model of wet brake is established,the influence of thermal boundary on the temperature rise are considered,such as heat flux,heat flux distribution coefficient and convective heat transfer coefficient. …”
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RESEARCH ON DYNAMIC PROPERTY FOR CASTING CRANE IN THE LOAD-LIFTING PROCESS BASE ON THERMO-ELASTIC COUPLING by HUANG Bin, FENG LiXia, XIANG ZaiYu

“…And then,the iron melt was taken as the heat source and taking heat radiation and conduction as heat transfer mode to analysis the temperature field of the bridge in the iron melt ladle lifting process. …”
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Effect of Couple-Stress on Peristaltic Transport of Sutterby Fluid in an Asymmetric Channel by Asmaa Mohammed, Liqaa Zeki Hummady

“… In this paper, the effect of a couple–stress and other variables on the peristaltic flow of Sutterby fluid in an inclined asymmetric channel containing a porous medium with heat transfer is examined. In the presence of rotation and couple–stress, mathematical modeling is developed using constitutive equations based on the model of Sutterby fluid. …”
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Research on Low Noise Method of Passenger Car Gearbox by Lihong Jin, Hongquan Dong, Fusheng Zhang

“…The modal analysis is performed on the built finite element box model to learn the box relatively weak areas. The dynamic force of the bearing simulation is used as the excitation of the shell vibration response analysis to analyze the shell vibration characteristics， the shell vibration acceleration is used as the boundary condition， and based on the shell acoustic boundary element model， the modal acoustics transfer method is used to calculate the radiated noise from the sound field outside the casing. …”
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The coherent structure of the energy cascade in isotropic turbulence by Danah Park, Adrián Lozano-Durán

“…Abstract The energy cascade, i.e. the transfer of kinetic energy from large-scale to small-scale flow motions, has been the cornerstone of turbulence theories and models since the 1940s. …”
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Internal and External Heat Balance Characteristic of Helicopter Intermediate Reducer Casing based on CFD by Wenbin Pan, Wenchang Ge, Chunlei Wang, Yongsheng Ai

“…Taking an intermediate reducer as the research object， the thermal-fluid coupling calculation model is established， and the boundary conditions of the external flow field of the intermediate reducer is set by using Fluent simulation technology， internal and external heat balance of the intermediate reducer are analyzed. …”
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Perbandingan Kinerja Inception- Resnetv2, Xception, Inception-v3, dan Resnet50 pada Gambar Bentuk Wajah by Fitriana Masruroh, Bayu Surarso, Budi Warsito

“…Berbagai pengoptimal deep learning diantaranya; transfer learning, optimizer deep learning, dropout dan fungsi aktivasi diterapkan untuk meningkatkan kinerja model. …”
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Analysis of a Two-Phase MHD Free Convection Generalized Water–Ethylene Glycol (50 : 50) Dusty Brinkman-Type Nanofluid Pass through Microchannel by Dolat Khan, Musawa Yahya Almusawa, Waleed Hamali, M. Ali Akbar

“…Also, due to the extensive use of fractional derivatives, this work seeks to evaluate the combined impacts of free convection flow and heat transfer, magnetic field, and Brinkman-type water–ethylene glycol (50 : 50) dusty nanofluid among microchannel. …”
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Modified and Simplified Sectional Flexibility of a Cracked Beam by Chih-Shiung Wang, Lin-Tsang Lee

“…The mathematical model of this single-edge open crack beam is considered as an Euler-Bernoulli beam. …”
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Experimental and Numerical Study on the Behavior of Energy Piles Subjected to Thermal Cycles by Kang Fei, Di Dai

“…In the numerical analysis, the temperature variation due to thermal cycles is calculated using uncoupled heat transfer analysis. Then, the computed temperature field is used as the boundary condition in the sequence stress analysis. …”
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Pyrenean tourism confronted with sustainable development: partial and hesitant integration by Sylvie Clarimont, Vincent Vlès

“…The three conclusions it reached are presented in summarized form as follows: 1 - incorporation of tourism in the field of sustainable development has been belated and hesitant, resulting in big delays as far as its application is concerned; 2 - in France more than in Spain, the multi-level nature of inter-communal bodies together with the lack of transfer of competences in mass tourism have produced the breaking-up of territorial-based development and its management, excluding long-term consideration project-wise. 3 - the overbearing presence of big leisure-construction operations is upturning the traditional residential and land management balance and reveals insufficient initial planning efforts.…”
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RETRACTED: Irreversibility Analysis for Eyring–Powell Nanoliquid Flow Past Magnetized Riga Device with Nonlinear Thermal Radiation by Ephesus Olusoji Fatunmbi, Adeshina Taofeeq Adeosun, Sulyman Olakunle Salawu

“…The report contained in this article is based on entropy generation for a reactive Eyring–Powell nanoliquid transfer past a porous vertical Riga device. In the developed model, the impacts of viscous dissipation, thermophoresis alongside nonlinear heat radiation and varying heat conductivity are modelled into the heat equation. …”
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Study on Downhole Throttling Characteristics of High Water Content Gas by Jie Zheng, Zhenzhen Li, Yihua Dou, Yarong Zhang, Cheng Bi, Xu Yang, Jiahui Li

“…Based on the wellbore gas-liquid two-phase pipe flow theory and heat transfer theory, the temperature and pressure coupling prediction model of a high water-bearing gas well is established. …”
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