There is a lot of previous research on sales promotion strategy using digital signage. Maximization of expected sales is one of important topics on sales promotion strategy using digital signage. In the previous resea...
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Decreasing the content of detrimental Laves phase in additively manufactured Inconel 718 alloy is highly *** the present study,we introduce a novel approach to effectively suppress the precipitation of Laves *** ex-si...
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Decreasing the content of detrimental Laves phase in additively manufactured Inconel 718 alloy is highly *** the present study,we introduce a novel approach to effectively suppress the precipitation of Laves *** ex-situ incorporation of Ti_(2) AlC MAX particles,Ti_(2) AlC/Inconel 718 composites with Ti_(2) AlC volume fractions of 5%and 10%are successfully fabricated using the directed energy deposition(DED)*** comparison to the Inconel 718 alloy,the 10 vol.%Ti_(2) AlC/Inconel 718 composite exhibits 70.9%higher yield strength,39.1%higher ultimate tensile strength,and 61.4%higher hardness.A detailed microstructure examination confirms that the detrimental Laves phase,which is abundantly present in the inter-dendritic region,is replaced by in-situ formed(Nb,Ti)(C,N)andγ’particles with average diam-eters of 1.12μm and 10 nm,*** non-equilibrium solidification process simulation,the suppression of Laves phase,in-situ formation of multi-scale precipitates,and the microstructural evolu-tion due to Ti_(2) AlC addition are illustrated at the mechanistic ***,a theoretical model of Ti_(2) AlC/Inconel 718 composite is developed to reveal its underlying strengthening *** is indi-cated that Ti_(2) AlC/Inconel 718 composites possess the capability to be a next-generation high-end nickel-based alloy.
Given the high demand for low-cost housing by the low-income earners,coupled with the tropical climate expe-rienced in sub-Saharan Africa,new-built housing stock needs utmost attention to cost,durability,and *** the w...
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Given the high demand for low-cost housing by the low-income earners,coupled with the tropical climate expe-rienced in sub-Saharan Africa,new-built housing stock needs utmost attention to cost,durability,and *** the walls accounting for a substantial proportion of the total building cost,choice of a wall system for use in building construction is *** choice usually depends on how durable,comfortable,ecological,and economical a given system is,to meet both the quality standards and low-cost aspects of *** the earthbag building system allows for the construction of strong,affordable,and sustainable housing,it is not widely *** such,its sustainable characteristics have gone unrecognised throughout the building *** paper examines and compares the thermal properties and total Life Cycle Costs(LCC)of earthbag walls with the commonly used burnt brick walls-based on the Degree-Days method and Life Cycle Costing analyses of building walls located in one of the hottest regions in ***-situ measurements of temperature and heat flux were conducted in accordance with ISO 9869 and the annual energy requirements *** total LCC were calculated based on the initial construction costs and annual energy costs attributed to the building wall *** housing was found to be thermal-physically better than the brick wall with a lower U-value resulting in lower annual energy requirements and a huge saving in annual energy costs of up to 83.2%.This saving,coupled with low initial construction costs made the earthbag unit 68.7%cheaper than the burnt brick unit over a 30-year ***,this study findings suggest earthbag walling system as an economically viable and technically feasible low-cost construction option for rural areas and low-incomers earners’housing in warm climatic conditions,a characteristic of sub-Saharan countries-so as to promote regional development.
Most of the neural network architectures are based on human experience,which requires a long and tedious trial-and-error *** architecture search(NAS)attempts to detect effective architectures without human *** algorit...
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Most of the neural network architectures are based on human experience,which requires a long and tedious trial-and-error *** architecture search(NAS)attempts to detect effective architectures without human *** algorithms(EAs)for NAS can find better solutions than human-designed architectures by exploring a large search space for possible *** multiobjective EAs for NAS,optimal neural architectures that meet various performance criteria can be explored and discovered ***,hardware-accelerated NAS methods can improve the efficiency of the *** existing reviews have mainly focused on different strategies to complete NAS,a few studies have explored the use of EAs for *** this paper,we summarize and explore the use of EAs for NAS,as well as large-scale multiobjective optimization strategies and hardware-accelerated NAS *** performs well in healthcare applications,such as medical image analysis,classification of disease diagnosis,and health *** for NAS can automate the search process and optimize multiple objectives simultaneously in a given healthcare *** neural network has been successfully used in healthcare,but it lacks *** data is highly sensitive,and privacy leaks are frequently reported in the healthcare *** solve these problems,in healthcare,we propose an interpretable neuroevolution framework based on federated learning to address search efficiency and privacy ***,we also point out future research directions for evolutionary ***,for researchers who want to use EAs to optimize NNs in healthcare,we analyze the advantages and disadvantages of doing so to provide detailed guidance,and propose an interpretable privacy-preserving framework for healthcare applications.
The integration of artificial intelligence(AI) and digital twin(DT) technology has revolutionized the industrial Internet of Things(IIoT), enabling advanced automation and intelligent manufacturing [1]. Through sophis...
The integration of artificial intelligence(AI) and digital twin(DT) technology has revolutionized the industrial Internet of Things(IIoT), enabling advanced automation and intelligent manufacturing [1]. Through sophisticated interactions between physical entities and their virtual counterparts,AI-driven DTs facilitate performance monitoring, analysis,simulation, and optimization of physical assets, enabling predictive maintenance and informed decision-making [2].
We introduce CSI-Inpainter, a novel approach for obstacle removal using Wi-Fi channel state information (CSI). This method harnesses CSI data to reconstruct obscured visual elements, regardless of lighting conditions....
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A novel integrated film of sulfonated polysulfone/graphene/potassium copper ferricyanide(KCuFC/SPSG)was used for selectively extracting rubidium ion(Rb^(+))from *** form KCuFC/SPSG,the precursor film of sulfonated pol...
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A novel integrated film of sulfonated polysulfone/graphene/potassium copper ferricyanide(KCuFC/SPSG)was used for selectively extracting rubidium ion(Rb^(+))from *** form KCuFC/SPSG,the precursor film of sulfonated polysulfone/graphene(SPSG)was synthesized by phase conversion process,which was alternately immersed in 0.1 mol·L^(-1)CuSO_(4)/K_(4)[Fe(CN)_(6)]by in-situ adsorption coupled co-precipitation *** data such as nuclear magnetic resonance spectrometer,Fourier transform infrared spectroscope,X-ray photoelectron spectroscope,X-ray diffraction,scanning electron microscope,and energy dispersive spectroscopy all verified that abundant KCuFC were uniformly located on the *** resulting KCuFC/SPSG was used in film separation *** the solution was fed into the system,the Rb^(+)could be selectively adsorption by KCuFC/*** the saturation adsorption,0.5 mol·L^(-1)NH_(4)Cl/HCl was fed into the film cell,Rb^(+)could be quickly desorbed by ion-exchange between Rb^(+)and NH_(4)^(+)in the lattice of *** purpose of separating and recovering Rb^(+)from the brine can be achieved after the repeated *** effects of pH,adsorption time,and interferential ions on the adsorption capacity of Rb^(+)were investigated by batch *** adsorption behavior fits the pseudo-second order kinetic process,while KCuFC has a higher adsorption capacity(Langmuir maximum sorption 165.4 mg·g^(-1)).In addition,KCuFC/SPSG shows excellent selectivity for Rb^(+)even in complex brine ***/SPSG could maintain 93.5%extraction efficiency after five adsorption/desorption cycles.
We propose an anomaly detection method that outputs the likelihood and coordinates of anomalous objects. Using general models to detect anomalous objects in videos often results in insufficient accuracy for both likel...
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In training image generators, autoencoders (AEs) are used to compress data into latent variables. However, when attempting to reconstruct video images, learning more complex distributions is necessary, and a simple mo...
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Super-resolution methods that treat voxel objects as a set of two-dimensional (2D) representations by slicing them exist. These methods utilize information from neighboring slices for super-resolution, but exploiting ...
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