A topic in the Open Knowledge Graph — a free, open map of 15,290 topics and the order to learn them in.

Riemannian Metrics

Research Depth 83 in the knowledge graph I know this Set as goal
41topics build on this
478prerequisites beneath it
See this on the map →
Inner Product SpacesSmooth Manifolds+2 moreConnections and Covariant DerivativeCurved Spacetime and the Metric Tensor+7 more
riemannian-metric inner-product length riemannian-manifold

Core Idea

A Riemannian metric on a smooth manifold assigns a smoothly varying inner product to each tangent space, enabling measurement of lengths, angles, areas, and volumes on curved spaces. In local coordinates, the metric is given by a symmetric positive-definite matrix gij(x) that encodes the geometry. Every smooth manifold admits a Riemannian metric (by partition of unity), but different metrics on the same manifold produce dramatically different geometries — the choice of metric is the central datum of Riemannian geometry.

Explainer

A Riemannian metric g on a smooth manifold M is a smooth assignment of an inner product gp to each tangent space TpM. In local coordinates, the metric is specified by a symmetric, positive-definite matrix of smooth functions gij(x), and the inner product of two tangent vectors v = vⁱ∂/∂xⁱ and w = wʲ∂/∂xʲ is g(v,w) = gij vⁱwʲ. The line element ds² = gij dxⁱ dxʲ encodes the metric in a compact notation that makes transformation properties transparent. Under a coordinate change, gij transforms as a (0,2)-tensor: g'kl = gij (∂xⁱ/∂x'ᵏ)(∂xʲ/∂x'ˡ).

With a metric in hand, you can measure everything geometric. The length of a curve is the integral of the speed |γ'(t)| = √g(γ',γ'). The distance between points is the infimum of curve lengths. The angle between tangent vectors is cos θ = g(v,w)/(|v||w|). The volume of a region is the integral of the Riemannian volume form dVg = √det(gij) dx¹ ∧ ... ∧ dxⁿ. The metric also provides the musical isomorphisms ♭ and ♯ that convert between vectors and covectors — this is how the gradient ∇f (a vector) is obtained from the differential df (a covector).

Every smooth manifold admits a Riemannian metric — this follows from the partition-of-unity argument (averaging local Euclidean metrics with non-negative weights preserves positive definiteness). But the specific choice of metric determines the geometry. The flat metric on ℝⁿ, the round metric on Sⁿ, the hyperbolic metric on the Poincare disk, and the Schwarzschild metric of a black hole are all Riemannian metrics on their respective manifolds, each encoding fundamentally different geometry. The study of which manifolds admit metrics with special curvature properties (constant curvature, Einstein, Ricci-flat) is one of the central programs in modern differential geometry.

The Riemannian metric is the starting point for the rest of Riemannian geometry. From the metric, you derive the Levi-Civita connection (the unique torsion-free connection compatible with the metric), which defines parallel transport and covariant differentiation. From the connection, you derive curvature (measuring the failure of parallel transport to be path-independent). From curvature, you derive geometric and topological consequences via theorems like Gauss-Bonnet, Bonnet-Myers, and the comparison theorems. The metric is the seed from which the entire apparatus grows.

Practice Questions 4 questions

Prerequisite Chain

Understanding ZeroThe Number ZeroCounting to FiveCounting to 10Counting to 20Counting a Set of Objects Up to 20Cardinality: The Last Number CountedMatching Numerals to QuantitiesSubitizing Small QuantitiesAddition Within 10Number Bonds to 10Addition Within 20Doubles and Near DoublesDoubles Facts Within 10Near Doubles Facts Within 20Mental Math Strategies for AdditionMental Math: Adding and Subtracting TensAddition Within 100Repeated Addition as MultiplicationMultiplication as Equal GroupsMultiplication: ArraysBasic Multiplication Facts (0s, 1s, 2s, 5s, 10s)Multiplication Facts Within 100Division as Equal SharingDivision as Grouping (Measurement Division)Division: Grouping (Repeated Subtraction) ModelDivision: Fair Sharing ModelDivision as Equal SharingDivision as GroupingBasic Division FactsDivision Facts Within 100Multiplication and Division Fact FamiliesRelationship Between Multiplication and DivisionDivision Facts as Inverse of MultiplicationRemainders and Quotients in DivisionDivision Word ProblemsMulti-Step Word ProblemsSolving Multi-Step Word ProblemsMultiplication Word ProblemsDivision Word ProblemsIntroduction to Long DivisionFactors and MultiplesPrime and Composite NumbersEquivalent FractionsRelating Fractions and DecimalsDecimal Place ValueIntegers and the Number LineComparing and Ordering IntegersAbsolute ValueAdding IntegersSubtracting IntegersMultiplying IntegersIntroduction to ExponentsOrder of OperationsInteger Order of OperationsVariable ExpressionsThe Distributive PropertyVariables and Expressions ReviewIntroduction to PolynomialsAdding and Subtracting PolynomialsMultiplying PolynomialsFactorialPermutationsCombinationsCounting Principles: Addition and Multiplication RulesIntroduction to Graph TheoryPropositional Logic FoundationsLogical EquivalencesDe Morgan's LawsNegation of Quantified StatementsProof by ContradictionTopological Spaces: Definition and ExamplesOpen Sets in Topological SpacesNeighborhoods and Open SetsOpen Sets in Topological SpacesBasis for a TopologyNeighborhoods and Local PropertiesLimit Points and ConvergenceSeparation Axioms: T₀, T₁, and T₂ (Hausdorff)Hausdorff SpacesIntroduction to Topological ManifoldsSmooth ManifoldsPartition of UnityRiemannian Metrics

Longest path: 84 steps · 478 total prerequisite topics

Prerequisites (4)

Leads To (9)