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Related lectures (31)
Manopt: Optimization Toolbox for Manifolds
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Introduces Manopt, a toolbox for optimization on manifolds, focusing on solving optimization problems on smooth manifolds using the Matlab version.
Optimization on Manifolds
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Covers optimization on manifolds, focusing on smooth manifolds and functions, and the process of gradient descent.
Linear Lie Groups: Definitions and Theorems
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Discusses linear Lie groups, their definitions, properties, and the relationship between integral curves and vector fields.
Manifolds: Charts and Compatibility
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Covers manifolds, charts, compatibility, and submanifolds with smooth analytic equations.
Integral Curves and Exponential Map
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Explores integral curves on manifolds and the significance of the exponential map in Lie groups.
All things Riemannian: metrics, (sub)manifolds and gradients
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Covers the definition of retraction, open submanifolds, local defining functions, tangent spaces, and Riemannian metrics.
General Manifolds and Topology
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Covers manifolds, topology, smooth maps, and tangent vectors in detail.
Connections: motivation and definition
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Explores the definition of connections for smooth vector fields on manifolds.
Symmetry Property: Riemannian Connection in Geometry
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Explores symmetries, Riemannian connection, vector fields, and Lie bracket in geometry.
Riemannian distance, geodesically convex sets
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Covers the structure of Riemannian manifolds, geodesic convexity, and the Riemannian distance function.
Advanced Physics I: Laws of Newton and Fundamental Forces
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Explores Newton's laws, fundamental forces, and exercises on these topics.
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