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Differential geometry

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Differential geometry is a mathematical discipline focused on the study of smooth shapes and spaces. These smooth spaces are formally known as manifolds. A manifold is a space that is smooth rather than jagged or bumpy. Mathematicians use specialized tools to analyze these structures, including vector calculus, linear algebra, and multilinear algebra. The field seeks to define geometric structures on these manifolds. A geometric structure provides a way to measure properties like size, distance, shape, or volume.

Hyperbolic triangle
Hyperbolic triangle

Different branches of geometry focus on different specific measurements. In Riemannian geometry, the focus is on specifying distances and angles. Symplectic geometry is used when one needs to compute volumes. Conformal geometry is a branch where only angles are specified. In gauge theory, certain fields are assigned to the space. Differential geometry is also closely linked to differential topology. Differential topology studies the properties of differentiable manifolds that do not depend on additional geometric structures. It is also related to geometric analysis, which explores the geometric aspects of differential equations.

To understand how these shapes behave, mathematicians study concepts like curvature and geodesics. Curvature describes how much a curve or surface bends at a specific point. One way to visualize this is through an osculating circle. An osculating circle is a circle that fits perfectly against a plane curve.

Osculating circle
Osculating circle

Another vital concept is the geodesic. A geodesic is the shortest path between two points on a surface. For example, a straight line is a geodesic on a flat plane, but a great circle is the geodesic on a sphere.

The history of this field reaches back to classical antiquity. Ancient Greek mathematicians studied spherical geometry to understand the Earth. Around 200 BC, Eratosthenes calculated the circumference of the Earth. Around 150 AD, Ptolemy introduced stereographic projection to help map the Earth's shape. Even in Euclid's time, it was understood that a straight line is the shortest distance between two points. This principle led to the realization that great circles are the shortest paths on the Earth's surface. In the 1500s, Gerardus Mercator developed a map projection. Mercator understood that his map was conformal, meaning it preserved angles. However, he noted that the shortest paths on Earth appeared as curved lines on his flat map.

Modern differential geometry began to take shape after the invention of calculus in the 1600s. Isaac Newton and Gottfried Leibniz developed calculus, which provided the tools for rigorous study. Pierre de Fermat, Newton, and Leibniz investigated plane curves to find points of inflection. The Bernoulli brothers, Jacob and Johann, also made early contributions using infinitesimals. They helped calculate tangents to curves and identified the radius of osculating circles. This provided the first analytical formulas for curvature. Later, Alexis Clairaut studied space curves at age 16. He introduced the idea of tangent spaces and the concept of principal curvatures.

In the 1700s, Leonhard Euler made massive contributions to the field. He derived the first analytical geodesic equation. Euler also introduced intrinsic coordinate systems, which started the theory of intrinsic geometry. He realized that a mass moving on a surface without external force would follow a geodesic. This idea was an early precursor to general relativity. In 1760, Euler proved a theorem relating the curvature of a space curve to principal curvatures. Other mathematicians, like Gaspard Monge and Charles Dupin, further developed the theory of surfaces and curvature.

The 1800s marked a turning point when the field became a distinct area of study. Carl Friedrich Gauss published his major work on curved surfaces in 1827. Gauss is often called the inventor of non-Euclidean geometry and intrinsic differential geometry. He introduced the Gauss map, Gaussian curvature, and the fundamental forms. He also proved the Theorema Egregium, which showed that Gaussian curvature is intrinsic. During this same era, Nikolai Lobachevsky and János Bolyai independently discovered hyperbolic geometry. This proved that consistent geometries could exist outside the standard Euclidean model.

Hyperbolic triangle
Hyperbolic triangle

Today, differential geometry is essential to many scientific fields. Albert Einstein used its language to develop the theory of general relativity. Physicists also use these concepts to build quantum field theory and the Standard Model. Beyond physics, the field applies to chemistry, economics, and engineering. It is used in control theory and computer graphics. Computer vision also relies on these geometric principles. Most recently, differential geometry has found new applications in the field of machine learning.

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