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Lecture
Finite Element Modeling: Systematization and Construction
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Finite Element Modeling: Systematization
Covers the systematization of 2D finite element modeling and treatment of curvilinear integrals.
Finite Element Method: Construction and Integration
Explores the construction of a 2D finite element model and the treatment of curvilinear integrals.
Geometrical Aspects of Differential Operators
Explores differential operators, regular curves, norms, and injective functions, addressing questions on curves' properties, norms, simplicity, and injectivity.
Finite Element Method: Global vs Local Approach
Compares the global and local approaches of the Finite Element Method.
Regular Curves: Parametrization and Tangent Vectors
Explores regular curves, examples like segments and functions, and curvilinear integrals along regular curves.
Finite Element Method: Local Approach
Explores the local approach of the finite element method, covering nodal shape functions, solution restrictions, sizes, boundary conditions, and assembly operations.
Construction of Solutions by Dirichlet-Laplace
Explores the construction of solutions by Dirichlet-Laplace in general domains.
Vector Fields Analysis
Explores vector fields analysis, covering curvilinear integrals, potential fields, and field connectivity conditions.
Exploration Bias
Explores regularization, learning algorithms, and subgaussian assumptions in machine learning.
Curvilinear Integrals and Green's Theorem
Introduces curvilinear integrals, parameterization, and Green's Theorem for conservative fields.