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Finite-element meshes and interpolation — Examples
1 · Prerequisites
- Absolute and Conditional Convergence; Rearrangement; Products
- Areas of Elementary Plane Figures
- Binary Operations, Monoids, Groups and Subgroups
- Compactness
- Compactness in Metric Spaces
- Completeness, Completion, and Uniform Continuity
- Complex Lp Spaces and Test-Function Conventions
- 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
- Density Separability and Convolution in Lᵖ
- Determinants of Matrices over a Commutative Ring
- 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
- Filters and Ultrafilters
- Finite Counting, Factorials and Binomial Coefficients
- Finite-element meshes and interpolation
- Foundations of the Real Numbers for Analysis
- Fubini and Change of Variables
- Gaussian Elimination, Elementary Matrices and Reduced Row Echelon Form
- Group Actions, Orbits, Stabilisers and Cayley's Theorem
- Ideals, Quotient Rings and the Isomorphism Theorems for Rings
- Inner Product Spaces, Gram-Schmidt, Projections and Adjoints
- Lebesgue Measure on Euclidean Space
- Limits of Real Functions
- limsup, liminf, and Subsequential Limits
- Linear Independence, Bases and Dimension
- Linear Transformations, Rank-Nullity and Quotient Spaces
- 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
- Monotone Functions, Discontinuities, and Continuity Sets
- Monotone Sequences, Bolzano-Weierstrass, and Cauchy Completeness
- Normal Subgroups and Quotient Groups
- Order, Zorn's Lemma, and the Axiom of Choice
- 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
- Product Measures and the Fubini Tonelli Theorems
- Properties of the Integral and the Working FTC
- Relations, Functions, and Quotients
- 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
- Subspaces, Products, and Quotients
- Suprema and Infima
- Symmetric Groups, Cycle Decomposition and the Sign Homomorphism
- The Cantor Set, Baire Category, and Measure Zero in ℝ
- The Derivative and the Mean Value Theorems
- The Exponential Function
- 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
- Vector Spaces, Linear Subspaces, Span and Direct Sums
- Weak Derivatives and Sobolev Spaces
2 · Summary
These examples compute an affine triangle and a parallelogram image, compare a shape-regular equilateral mesh family with a degenerating sliver family on a fixed square, and write the oriented boundaries of two triangles to verify shared-edge cancellation. A smooth logarithmic cutoff sequence has a fixed interior point value while its two-dimensional H1 norm tends to zero, showing why the point-evaluation threshold is strict.
3 · Logical flowchart
4 · Definitions, theorems and proofs
None yet.
5 · Examples, counterexamples and false statements
Affine maps for a triangle and a parallelogram
Example
The orientation-preserving map sends the reference closed triangle to the triangle with vertices and area . The affine map sends the unit square to the parallelogram with vertices and area .
Facts & Assumptions
Given: The reference simplex and the convention that affine maps use their constant Jacobian matrix, as in Matching affine simplicial meshes and shape regularity.
The reference triangle has vertices , and a reference map is affine with a constant matrix. (Matching affine simplicial meshes and shape regularity)
Verification
The first matrix is , with determinant . Applying it to the three vertices gives . This is a right triangle with legs and , so its area is .
The second matrix is , with determinant . Applying it to the square's vertices gives , whose opposite edges are parallel because they are translates of the two column vectors and . Hence the image is a parallelogram with base length and altitude , so its area is . It is an affine image of a square, not a simplicial cell.
A shape-regular family and a degenerating sliver family
Statement
Let be a unit-side equilateral triangle. For each integer , its standard triangular-grid subdivision, obtained by dividing each side into equal segments and drawing the parallel grid lines, consists of equilateral cells of side ; these cells form a shape-regular family with . For , triangulate the fixed unit square into horizontal strips of height , each split along a diagonal. Its cells include translates and reflections of the triangle with vertices ; their , so this mesh family is not shape regular under the convention of Matching affine simplicial meshes and shape regularity.
Facts & Assumptions
Given: The inradius-to-diameter shape-regularity convention.
A family is shape regular when the ratios of cell diameter to inradius are uniformly bounded. (Matching affine simplicial meshes and shape regularity)
Proof
Each cell in the stated triangular-grid subdivision has side . Its altitude is , so its area is and its incenter lies one third of the altitude from each side; hence . Its diameter is , so , independently of . By [F1] this family is shape regular.
For , the sliver triangle's incenter joined to its three vertices partitions it into three triangles with common altitude , so its area is times half its perimeter. Its side lengths are , its longest side is and its area is . Its perimeter is , so The numerator of tends to , while its denominator is of order ; hence the ratio tends to infinity. The second triangle in each strip is congruent, so every cell has the same ratio. Thus no uniform shape-regularity constant exists for this fixed-square mesh family.
Point evaluation is unbounded at the two-dimensional H1 threshold
Statement
Assume Countable Choice. For any interior point of the reference triangle, point evaluation is not bounded on smooth functions equipped with the norm. Thus the critical case cannot be added to the supercritical point-evaluation conclusion.
Facts & Assumptions
Given: An interior point and the norm convention of Integer-order Sobolev spaces and their norms.
The reference simplex is open, and smooth cutoffs supported in a prescribed open set and equal to one near a compact subset exist. (Matching affine simplicial meshes and shape regularity, Test function cutoffs and euclidean localization)
A degree of freedom is a linear functional on its finite-element space; the point evaluation considered here is the candidate nodal functional at . (Reference finite elements and unisolvent degrees of freedom)
The Sobolev-space norm convention used for assumes Countable Choice. (The Axiom of Countable Choice ())
Proof
Choose with , and choose equal to one on . For , put and This is smooth and compactly supported in the simplex, and .
In polar coordinates about , and the stated range gives and the radial derivative has no zero denominator. The undivided logarithm has uniformly bounded squared integral on : its absolute value is bounded by for and small , and . Its radial derivative has magnitude , so by splitting at . After division by , these estimates show the norm and the gradient contribution from tend to zero. The term is supported where , on which the logarithm is uniformly bounded; its divided norm also tends to zero. Therefore .
If point evaluation at were bounded, some finite would satisfy for every smooth . By [F2] this is the boundedness condition for the candidate nodal functional. Applying it to gives , a contradiction. Hence evaluation is unbounded at the critical exponent.
Opposite orientations cancel on a two-triangle mesh
Statement
Split the unit square along the diagonal from to , with and . Orient the two triangles counterclockwise as and . Their shared diagonal occurs once with each orientation and cancels in the sum of their oriented boundaries.
Facts & Assumptions
Given: The alternating simplicial boundary convention of Oriented simplicial cell chains and boundary and the matching two-cell mesh.
For an ordered triangle, . (Oriented simplicial cell chains and boundary)
A shared facet of a matching mesh has opposite induced orientations in the two cell boundaries. (Interior facet orientations cancel in a matching mesh)
Proof
Apply [F1] to the first triangle and the ordered triangle to obtain The edge appears with coefficient in the first boundary and in the second.
Adding the two formulas cancels the shared diagonal and leaves , which is the oriented outer boundary since . This explicit calculation agrees with the general cancellation rule [F2].
Sources
- Jean-Luc Guermond, MATH 661 Fall 2025, Chapter 8
- Luca Heltai, Numerical Methods for Partial Differential Equations, Lecture 2
- Jean-Luc Guermond, MATH 661 Fall 2025, Chapter 11
- Juha Kinnunen, Sobolev Spaces (Aalto University, 2026)
- Jean-Luc Guermond, MATH 661 Fall 2025, Chapter 10
- Joachim Schöberl, Numerical Methods for Partial Differential Equations, Chapter 8