Textbooks for various topics in math for scientists

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SUMMARY

The discussion centers on the need for textbooks and resources for graduate-level math methods courses tailored for scientists, particularly in the context of microelectronics and solid-state physics. Key topics include Bessel functions, Legendre polynomials, tensors, vector analysis in electrodynamics, and numerical methods. The participant has a solid foundation in linear algebra, calculus, and differential equations, and is seeking comprehensive resources to self-study these advanced topics. "Mathematical Methods for Physicists" by Arfken & Weber is recommended as a suitable resource.

PREREQUISITES
  • Understanding of linear algebra and calculus
  • Familiarity with differential equations
  • Knowledge of signal processing concepts, including Fourier and Laplace transforms
  • Basic comprehension of vector and tensor analysis
NEXT STEPS
  • Research "Mathematical Methods for Physicists" by Arfken & Weber
  • Explore resources on Bessel functions and Legendre polynomials
  • Study vector analysis applications in electrodynamics
  • Investigate numerical methods for interpolation and integration of differential equations
USEFUL FOR

Graduate students in physics, electrical engineering, and materials engineering, as well as anyone looking to deepen their understanding of mathematical methods applicable to scientific research.

pjcircle
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There are two courses specifically called math methods for scientists (grad level) that are offered in my school. I am doing a interdepartmental degree in microelectronics/solid state physics (Electrical Engineering/Materials Engineering/Physics) focused more on the physics side of it. I eventually do plan on getting a PhD in physics and would like to know the topics in these courses (I literally do not have the time to take these courses). I am going to list the topics below and would like to know any good textbooks/online resources that thoroughly go through these topics so I can go through it during my free time. I have a good background in linear algebra, calculus, Differential equations and a very good understanding of math that has to do with signal processing (fourier/z/laplace transforms/systems theory and a lot of background with complex numbers). I am taking multivariable calculus next term so if anything I list is covered in a typical multi class let me know please. Here are the topics from the course descriptions.

Bessel functions, and Legendre polynomials as involved in the solution of vibrating systems; tensors and vectors in the theory of elasticity; applications of vector analysis to electrodynamics; vector operations in curvilinear coordinates; numerical methods of interpolation and of integration of functions and differential equations.
Vector and Tensor Fields: transformation properties, algebraic and differential operators and identities, geometric interpretation of tensors, integral theorems. Dirac delta-function and Green's function technique for solving linear inhomogeneous equations. N-dimensional complex space: rotations, unitary and hermitian operators, matrix-dyadic-Dirac notation, similarity transformations and diagonalization, Schmidt orthogonalization.

Sorry for the wall of text!
 
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I think Mathematical Methods for Physicists by Arfken & Weber might suit your needs, but why don't you just see what the textbook for the course is?
 
there's no textbook for the course (i wish there was lol)
 

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