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Yee FDTD and transient Maxwell finite elements — Examples
1 · Prerequisites
- Abelian Categories
- Absolute and Conditional Convergence; Rearrangement; Products
- Areas of Elementary Plane Figures
- Binary Operations, Monoids, Groups and Subgroups
- Cardinal Arithmetic, Cofinality and the Alephs
- Categories, Functors and Natural Transformations
- Chain Complexes and Homology
- Chain Homotopy and the Homotopy Category
- Compactness
- Compactness in Metric Spaces
- Completeness, Completion, and Uniform Continuity
- Complex Lp Spaces and Test-Function Conventions
- Complex Norms and Realification
- Complexification, Realification and Real Structures
- Connectedness
- Construction of the Natural Numbers
- Construction of the Real Numbers via Cauchy Sequences
- Construction of the Real Numbers via Dedekind Cuts
- Continuity, IVT, EVT, and Uniform Continuity
- Cosets, Index and Lagrange's Theorem
- Countability and Uncountability
- Countability Axioms and Cardinal Functions
- Cw Complexes and Cellular Homology
- Density Separability and Convolution in Lᵖ
- Determinants of Matrices over a Commutative Ring
- Discrete de Rham complexes and edge-element foundations
- Distributions Test Functions and Differentiation
- Divisibility, Euclidean Domains, Principal Ideal Domains and Unique Factorisation
- Dual Spaces, Bilinear and Quadratic Forms, and Sylvester's Law of Inertia
- Exactness and the Member Calculus
- Filters and Ultrafilters
- Finite Counting, Factorials and Binomial Coefficients
- Foundations of the Real Numbers for Analysis
- Free Modules, Exact Sequences, Projective and Injective Modules
- Fubini and Change of Variables
- Function Space Topologies and the Exponential Law
- Gaussian Elimination, Elementary Matrices and Reduced Row Echelon Form
- Group Actions, Orbits, Stabilisers and Cayley's Theorem
- Hilbert Space Geometry and Riesz Representation
- Ideals, Quotient Rings and the Isomorphism Theorems for Rings
- Inner Product Spaces, Gram-Schmidt, Projections and Adjoints
- Lebesgue Measure on Euclidean Space
- Limits and Colimits
- Limits of Real Functions
- limsup, liminf, and Subsequential Limits
- Linear Independence, Bases and Dimension
- Linear Transformations, Rank-Nullity and Quotient Spaces
- Long Exact Sequences in Homology
- Matrices, the Matrix of a Linear Map, and Change of Basis
- Measurable Functions and Simple Approximation
- Measures and Their Basic Properties
- Metric Spaces
- Mixed Partials, Taylor Formulae, and Extrema
- Modes of Convergence Egorov and Lusin
- Modules, Submodules, Quotient Modules and the Isomorphism Theorems
- Monotone Functions, Discontinuities, and Continuity Sets
- Monotone Sequences, Bolzano-Weierstrass, and Cauchy Completeness
- Normal Subgroups and Quotient Groups
- Normed and Banach Spaces
- Order, Zorn's Lemma, and the Axiom of Choice
- Ordinal Arithmetic and the First Uncountable Ordinal
- Ordinals, Cardinals, and Transfinite Recursion
- Orthonormal Bases, Parseval and Fourier Series
- Outer Measure and the Caratheodory Extension Theorem
- Pointwise Extended-Real Function Products
- Polynomial Rings, the Division Algorithm and Roots
- Power Series and Real-Analytic Functions
- Preadditive and Additive Categories and Biproducts
- Product Measures and the Fubini Tonelli Theorems
- Properties of the Integral and the Working FTC
- Reflective Subcategories and the Adjoint Functor Theorems
- Regular Surfaces and Surface Integrals
- Relations, Functions, and Quotients
- Relative Homology Excision and Mayer Vietoris
- Rings, Subrings, Integral Domains and Fields
- Rⁿ as a Normed Space; Vector-Valued Functions
- Roots, Rational Powers, and Classical Inequalities
- Schwartz Space and the Plancherel Theorem
- Separation Axioms: the Hierarchy
- Sequences and Limits
- Sequences and Series of Functions; Uniform Convergence
- Series: Convergence and the Nonnegative Tests
- Sigma Algebras and Borel Sets
- Simple Field Extensions and the Construction of the Complex Numbers
- Simplicial Complexes and Simplicial Homology
- Simplicial Subdivision and Simplicial Approximation
- Singular Chains and Singular Homology
- Subspaces, Products, and Quotients
- Suprema and Infima
- Symmetric Groups, Cycle Decomposition and the Sign Homomorphism
- Tensor Products of Modules
- The Cantor Set, Baire Category, and Measure Zero in ℝ
- The Derivative and the Mean Value Theorems
- The Diagram Lemmas in an Abelian Category
- The Divergence Theorem and Classical Stokes
- The Exponential Function
- The Inverse and Implicit Function Theorems
- The Inverse Function Theorem Completed
- The Lebesgue Integral and the Convergence Theorems
- The Logarithm and General Powers
- The Lᵖ Spaces Holder Minkowski and Riesz Fischer
- The Maximal Function and Lebesgue Differentiation
- The Riemann Integral in Rᵐ and Jordan Content
- The Riemann Integral: Definition and Integrability
- The Topology of Euclidean Space
- The Total Derivative in ℝᵐ → ℝⁿ
- The ZFC Axioms and the Basic Set Constructions
- Topological Spaces and Continuity
- Topology of ℝ
- Triangularisation, Generalised Eigenspaces and Jordan Canonical Form
- Universal Properties, Representables and the Yoneda Lemma
- Vector Spaces, Linear Subspaces, Span and Direct Sums
- Weak Derivatives and Sobolev Spaces
- Yee FDTD and transient Maxwell finite elements
2 · Summary
These worked examples evaluate the exact Yee Fourier dispersion and cubic CFL limit, compute the Gauss-law residual from an incompatible current, verify a smooth rectangular PEC cavity mode, and solve the normal-incidence dielectric reflection and transmission equations. Each verification checks the relevant update, boundary, or interface equations directly.
3 · Logical flowchart
4 · Definitions, theorems and proofs
None yet.
5 · Examples, counterexamples and false statements
A smooth Maxwell eigenmode in a rectangular PEC cavity
Example
Let with , constant scalar , zero conductivity, zero impressed current , and zero volume charge, and choose positive integers and a real amplitude . Put , , , and . Define the real fields
Facts & Assumptions
Given: The constant-coefficient source-free lossless Maxwell equations and the PEC condition .
In a homogeneous source-free lossless medium, , , and PEC means zero tangential electric trace. (Transient Maxwell system with piecewise materials and boundary conditions)
Verification
The tangential electric field vanishes on and because there; it also vanishes on because the only component of is normal to those faces. Direct differentiation gives and . Thus both divergence constraints and the PEC trace hold.
Differentiation gives . The component of is , with the other two components zero. Since , the expression equals . Hence . At , and , the electric component is , so this is a nonzero cavity mode. The angular frequency is therefore .
Remarks
The same formulas with give the zero Maxwell solution, which is not an eigenmode.
Normal-incidence reflection at a planar dielectric interface
Example
Let the planar interface be , with constant lossless isotropic media with and on () and (). For a nonzero incident amplitude and angular frequency , define impedances and wave numbers . Take the real parts of the phasors The electric field is directed along , and the magnetic intensity is along .
Facts & Assumptions
Given: Source-free, conductivity-free Maxwell fields in each constant medium and the interface convention with no singular surface charge or current.
The tangential traces of and are continuous across a material interface with no singular surface current; the normal traces of and are continuous when there is no surface charge. (Transient Maxwell system with piecewise materials and boundary conditions)
Verification
For a wave with sign (right-going) or (left-going), write its phasor as and . Then and . Faraday's equation holds because , and Ampere's equation holds because . Also since is independent of , and since is independent of . Real parts also solve these real linear equations. Since , at continuity of tangential and is exactly
Solving the first equation for and substituting into the second gives , hence Because both fields have only tangential components, their normal traces vanish on both sides, so the normal interface conditions in [F1] also hold.
A current violating discrete continuity creates Gauss-law drift
Example
On a periodic three-dimensional Yee grid choose one oriented -edge from vertex to a distinct vertex (choose at least two cells in the periodic direction), set with , and set every other current cochain to zero. Let , initialize , and keep the charge row fixed at . This charge choice violates the discrete continuity equation because .
Facts & Assumptions
Given: The Yee electric row, the incidence identity , the oriented edge from to , and the fixed charge row specified above.
The electric Yee row is , and . (Lossless or midpoint-conductive Yee leapfrog update, Incidence curl has zero discrete divergence and gradient curl)
The row of indexed by an oriented edge has value at its tail and at its head; equivalently, has these entries in the vertex coordinates. (Oriented Maxwell cochains, masses, and the Yee grid)
Verification
Apply to the electric row in [F1]. Since and the initial Gauss relation holds, this gives By [F2], the residual is at , at , and zero at the other vertices. It is nonzero because .
If instead the charge were updated by , the same calculation would give . The drift is therefore exactly the discrete-continuity defect.
Periodic Yee plane-wave dispersion and the cubic CFL limit
Example
Take a cubic periodic grid with spacing and even cell counts in all three directions. Let . The allowed corner angle has symbol vector proportional to ; choose the transverse polarization . The axial mode can use . The exact Yee dispersion law is
Facts & Assumptions
Given: The homogeneous periodic Yee grid and the lossless Fourier-mode symbol.
A transverse Fourier mode has and satisfies the displayed dispersion relation; for even cell counts the corner angle attains the maximum. (Cartesian Yee symbol, numerical dispersion, and grid CFL bound)
Verification
For , the sine-square sum is , so . Its symbol direction is the -axis, and is orthogonal to it, so this is a transverse mode.
For , the sum is and is orthogonal to . Thus . The maximum eigenvalue is , so strict positivity requires ; equality places the maximal mode at the repeated-root endpoint.