Titlebook: Smoothed Particle Hydrodynamics; Fundamentals and Bas Carlos Alberto Dutra Fraga Filho Textbook 2019 The Editor(s) (if applicable) and The

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Applications in Continuum Fluid Mechanics and Transport Phenomena,s with results already existing (still fluid within an immobile reservoir and dam breaking) or not existing in the literature (oil spreading on a calm sea) are proposed taking care to avoid the use of molecular concepts in the macroscopic scale of the continuum. At the end, concluding remarks about each case studied are listed.

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Textbook 2019oviding alternative solutions to open problems in the literature. It provides a physical-mathematical understanding of the differential equations that govern fluid flow and energy transport, serving as a reference to the application of Smoothed Particle Hydrodynamics in continuum fluid mechanics and

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Carlos Alberto Dutra Fraga Filhoexplores two fundamental aspects of model refinement: the use of regularizers and hyperparameter optimization techniques. Regularizers, including Lasso, Ridge, and Elastic Net, play a vital role in mitigating overfitting and improving model generalization. Lasso introduces sparsity by applying an L.

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Carlos Alberto Dutra Fraga Filhoed function. To address this challenge, increasing emphasis is being placed on developing interpretable ML models or enabling interpretability for the existing models. Interpretable machine learning addresses the challenge of understanding complex black-box models, enabling transparency and insight

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Carlos Alberto Dutra Fraga Filhoal analysis of pathological slides. However, the color variations due to various factors not only have negative impact on pathologist’s diagnosis, but also will reduce the robustness of the algorithms. The factors that cause the color differences are not only in the process of making the slices, but

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Ashirwad Satapathi,Abhishek MishraCPs, such as bisphenol A and its analogues, triclosan, triclocarban, and phthalates, their adverse endocrine-disrupting activities and three typical endocrine system-related modes of action (MOAs) through interaction with estrogen, androgen, and thyroid receptors.