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Titlebook: Handbook of Visual, Experimental and Computational Mathematics ; Bridges through Data Bharath Sriraman Living reference work 2025Latest edi

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Light as a Dipole: A Tortoise and Hare Model, simple dipole, a baton-like structure . whose packet of light (a photon) has veritable shock absorbers at nodes . and . with its energy ensconced between those nodes, where the distance between the nodes is on the order of the photon’s wavelength. With this model the law of reflection follows. So t
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Markov Decision Processes and Best Responses of Epidemic Models,igns, at each time, a feasible intervention for each epidemic state, minimizing its incurred cost and subject to the underlying constraints of the model. The proposed methodology is based on the dynamic programming algorithm. As an example, the tomato yellow leaf curl disease is considered in a stoc
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Mathematical Modeling and Wastewater-Based Epidemiology,trations. During disease outbreaks, WW provides a rapid and effective early indicator of high-risk localities. WBE is a cost-effective surveillance tool, mainly as large-scale community testing efforts are unsustainable long-term. However, using WW data to guide public health decision-making require
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Modeling the Influenza Virus Dynamics Within a Host,viral dynamics interact with the host immune response. Influenza virus provides a good example of acute infections, which causes high morbidity and mortality in human and animal populations. The influenza virus spreads within a host by infecting epithelial cells of the respiratory tract. The infecti
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Numerical Experiments and Visualization of Chaos,ardware and software, have made it increasingly easier, cheaper, and more visually appealing. However, all this pales in comparison to the speed with which new images are now produced using a recent personal laptop. This provides the dynamical systems researcher or data analyst with new possibilitie
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Parameter Estimation and Forecasting for Biased Models, model structure. Such models can be used to answer relevant questions on a simulation basis, but when compared with real data, there is a need to find efficient ways to handle the model bias. Traditionally, parameters of dynamical systems are estimated by directly comparing model simulations to obs
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Retrospective Modeling of the Impact of Vaccination and Non-pharmaceutical Interventions on the COVvertheless, these sanitary measures were partially lifted due to socioeconomic factors, causing a worrisome rebound of the epidemic in several countries. A point of interest in the research community is to assess the effectiveness of the mitigation strategies implemented to constrain the spread of S
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