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An Investigation of the Impact of Emotion in Image Classification Based on Deep Learning

Emotion was found to improve memory and learning under certain conditions. In the context of deep learning, many neural models achieved competitive performances by considering the emotional factor in solving tasks of interest. Among them, investigations concerning the introduction of emotion for solving image classification tasks provided significant results. However, to our knowledge, a study on the impact of emotion on solving image classification through trainable encoders has never been c...

Experimental analysis of flow boiling heat transfer in multimicrochannel evaporators

This paper provides an experimental analysis of flow boiling heat transfer in four finned evaporators with different aspect ratio and heated length have been tested. R245fa was the refrigerant chosen as working fluid for its good thermal characteristics. The imposed heat flux at the footprint covered a range from 30 to 330 kW/m2, while the fluid mass fluxes within the channel varied in a range between 17 and 225 kg/m2 s. The hydraulic diameters of the investigated evaporators were 1.15 mm and...

Systems Engineering and Multi-criteria Decision Making Technique for Concept Design of DTT Divertor Fixation System

The conceptual design stage is one of the main challenging phases in System Engineering. Starting from the High-Level Requirements (provided by the project needs), defining the broad features and conditions that a product must ensure, different design solutions are often implemented. Several methodologies can aid whenever a decision-making process has to be performed. Among these, the Fuzzy Analytic Hierarchy Process (Fuzzy AHP) stands out, providing a rational framework for a needed decision...

AI-Driven Paddle Motion Detection

In order to compete more effectively in high level water sport of canoeing, it is essential for coaches and athletes to have a solid understanding of paddle motion. This paper presents a based-AI solution for precisely capturing the paddle trajectory when canoeing. Leveraging state-of-The-Art object detection, instance segmentation algorithm, YOLO, helps to detect the accurate shape of the paddle in the different frames of the video. We also offer a comparative study between two popular track...

A new dry deposition model implemented in CALPUFF code to simulate contamination of radionuclides released into atmospheric environment post-nuclear accidental event

Long-range transport and deposition analyses of 137Cs following a hypothetical incident at Gösgen nuclear power plant are studied by using CALMET-CALPUFF model system. Comparisons are performed with results obtained from a version modified of CALPUFF using a new dry deposition velocity model. This model is based on a combination of aerodynamic resistances and considers local features of the mutual influence of inertial impact and turbulent processes. The results show that the modified CALPUFF...

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