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A much more exhaustive list of packages can be found later in this document, but these four packages are a good set of choices to start your data science journey with: Scikit-Learn is a general-purpose data science package which implements the most popular algorithms - it also includes rich...
REGISTER TO DOWNLOAD FOR FREE Share Cite Advertisement Advertisement Abstract Particle Swarm Optimization (PSO) algorithms are widely used in a plethora of optimization problems. In this chapter, we focus on applications of PSO algorithms to optimization problems arising in the theory of wave scatter...
Generally speaking, inverse problems typically consist in the reconstruction of causes for observed effects. In imaging applications the cause is usually a probe and the effect are observed data. The corresponding forward problems then consists in predic
[ 1 , 6 – 13 ]. some tricomi problems for the lavrent’ev-bitsadze equation are studied in [ 14 – 16 ]. on the other hand, different problems for elliptic-hyperbolic equations of keldysh type have specific applications in plasma physics, optics, and analysis on projective spaces (see ...
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[UNITEXT for Physics] Introductory Quantum Mechanics || Problems in One-Dimension: General Considerations, Infinite Well Potential, Piecewise Constant Potentials, and Delta Function PotentialsIn this chapter I present a somewhat more formal introduction to the theory that underlies quantum mechanics. ...
Dominant traditions of internal criticism, in which are rooted radical and endless philosophical disagreements concerning the very nature and task of philosophy, have prevented many important and crucial kinds of questions from being asked. At least one such set of questions can be raised concerning ...
Conversely, there exist correlations between model parameters introduced by the physics of the forward problem in order to fit the observed data. The use of a reduced base helps to regularize the inverse problem and allows us to perform model appraisal by sampling the family of equivalent models...