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Machine Learning As an Advanced Algorithm To Solve Optimization Problems in Physics
(Institute of Electrical and Electronics Engineers, 2021-08-19)
It is argued that the standard procedures to solve problems in physics particularly in the field of electrodynamics have in a tacit manner the actions of Machine Learning, such as the criteria of Tom Mitchell, (i) task, ...
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Theory of machine learning based on nonrelativistic quantum mechanics
(World Scientific, 2021)
The goal of this paper is the presentation of the elementary procedures that normally are done in nonrelativistic Quantum Mechanics in terms of the principles of Machine Learning. In essence, this paper discusses Mitchell's ...
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Dalitz Plots in Classical Electrodynamics of Light-Matter Interactions
(Institute of Electrical and Electronics Engineers, 2021-09-30)
One of the most prominent techniques to search for new resonances and masses of elementary and composed particles is called the Dalitz’s plot [1][2]. The technique is used on the decays of up to three bodies. In this manner, ...
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Anticipating Subsequent Waves from First Wave Parameters in the Ongoing Covid-19 Pandemic
(Institute of Electrical and Electronics Engineers, 2021-08-19)
This paper focuses on the mathematical construction of a model that describes the statistical properties of a second wave of infections by Corona Virus Disease 2019 (Covid-19 in short) from the information of a first one. ...
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The Interrelation Poverty-Unemployment from the Theory of Entropy in Modern Societies
(Institute of Electrical and Electronics Engineers, 2021-08-19)
In this paper, a mathematical model based on uncertainties to describe the potential interrelation between unemployment and poverty by using the Shannon’s entropy is presented. Essentially, when social systems that are ...
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Predictive Theory of Covid-19 Infections at European Countries Through Bessel Functions: Past and Present
(Universidad Autónoma del Perú, 2021-10-18)
The data of infections by Covid-19 is modeled through the integer-order Bessel functions that have been parametrized in according to the morphology of data. In particular, the modeling is focused on official data belonging ...
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Identifying Second Wave and New Variants of Covid-19 from Shannon Entropy in Global Pandemic Data
(Institute of Electrical and Electronics Engineers, 2021-08-19)
In most countries that have been affected by the arrival of Corona Virus Disease 2019 (or Covid-19 in short), the surveillance of daily state of management of pandemic is reflected on the histogram of number of confirmed ...
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Modeling Sprouting Angiogenesis by Drift Forces with the Usage of Fokker-Planck Equation
(Institute of Electrical and Electronics Engineers, 2021-12-15)
One of the first phases of cancer is known as angiogenesis by the which are created new blood vessels from the pre-existing one. In this paper, the well-known equation of Fokker-Planck is used to describe the time evolution ...
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Bioelectrical Circuit from Charged Proteins as Biomarker of Renal Damage
(Institute of Electrical and Electronics Engineers, 2021-12-15)
At first phases of renal damage, kidney would allow to pass giant proteins such as albumin whose size is of order of nm., surpassing the glomerular zone and therefore going to the Bowman's space. In this manner at the ...
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Deterministic Theory of Aerosol Displacement Before Dehydration as Vehicle of Virus in Outdoor Infections
(Institute of Electrical and Electronics Engineers, 2021-10-22)
As it is well-known aerosol is an important vehicle to transport strain of virus and produce an chain of infection among humans. Thus outdoor aerosol in conjunction to the lack of face protection is a first cause of infection ...
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