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Compilation of select topics on mathematical methods that includes both Latex and Python examples.

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Contents

Chapter #1: Mathematical Preliminaries

  • Vectors, Derivatives and Extrema, Partial Derivatives, Integration

Chapter #2: Determinants and Matrices

  • Determinants

Chapter #3: Vector Analysis

  • Vectors in 3D Space, Vector Operators

Chapter #4: Tensor Analysis

  • Tensor Properties

Chapter #5: Vector Spaces

  • Vectors in Function Spaces, Operators

Chapter #6: Eigenvalue Problems

  • Eigenvalue Equations

Chapter #7: ODEs

  • First-Order Differential Equations

Chapter #19: Fourier Series

  • Fourier Series

Chapter #20: Integral Transforms

  • Fourier Transform
Primary Textbook:
  • Arfken, G. B., Harris, F. E., & Weber, H.-J. (2012). Mathematical Methods for Physicists: A Comprehensive Guide. Elsevier.
Other References:
  • Farina, D. (n.d.). Professor Dave Explains. YouTube. https://www.youtube.com/@ProfessorDaveExplains
  • McMullen, C. (2023). Essential Calculus Skills Practice workbook with full solutions. Zishka Publishing.
  • McMullen, C. (2022). Calculus with multiple variables essential skills workbook: Includes vector calculus and full solutions. Zishka Publishing.
  • McMullen, C. (2022). Differential equations: Essential skills practice workbook with answers. Zishka Publishing.

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