**What is Riemannian Geometry?**
- **Beyond Euclid:** Riemannian geometry is a branch of differential geometry that generalizes the classic Euclidean geometry of flat spaces to curved surfaces and higher dimensions. It was pioneered by [[Bernhard Riemann]] in the 19th century.
- **The Main Idea:** Riemannian geometry studies spaces equipped with a Riemannian metric. This metric is a smoothly varying way to define distances and angles at each point on a surface (or in higher dimensions, a manifold).
- **Think Curvature:** Imagine measuring distances on the Earth's surface (curved) vs. on a flat table. The way we calculate distances and directions on the Earth is different due to its curvature. Riemannian geometry provides the mathematical framework to describe such curved spaces.
**Key Concepts**
- **Manifolds:** The fundamental objects of study in Riemannian geometry. A manifold is a space that locally looks like Euclidean space (flat) but may have a more complex global shape (like a sphere or donut).
- **Riemannian Metric:** This defines inner products (a way to measure angles and lengths) on the tangent space at each point of a manifold. It changes smoothly from point to point, allowing for the measurement of curved distances.
- **Geodesics:** The generalization of "straight lines" on curved spaces. Geodesics are the shortest paths between two points on a Riemannian manifold.
- **Curvature:** Measures how much a space deviates from flatness. Riemannian geometry provides different ways to quantify curvature, including Gaussian curvature and sectional curvature.
**Significance**
- **General Relativity:** Riemannian geometry is the mathematical foundation of Einstein's General Theory of Relativity, where gravity is understood as the curvature of spacetime caused by mass and energy.
- **Beyond Physics:** Applications in optimization problems, machine learning, computer graphics, and other fields where working with complex, potentially curved data is important.
**Example**
Imagine a sphere. While a sphere is embedded in 3D-space, its surface is intrinsically a 2D curved space. Riemannian geometry allows us to:
- Measure distances between two points on the sphere along the surface itself (not cutting through 3D space).
- Determine the shortest routes between points on the sphere (which are arcs, not straight lines).
- Understand how the sphere's curvature affects geometric properties.
# References
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where contains(subject, "Riemann geometry")
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```