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MATH-451: Numerical approximation of PDEs
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Lectures in this course (52)
Elliptic Equations: Well-Posedness and Comparison Principle
Explores well-posedness and comparison principles for elliptic equations and their implications.
Introduction to Numerical Methods for PDEs
Covers the numerical approximation of PDEs and examples of nonlinear behavior.
Finite Difference Methods: Linear Systems and Band Matrices
Covers the application of finite difference methods to solve partial differential equations.
Numerical Computing: Stability and Error Analysis
Explores numerical computing stability, error analysis, and truncation error impact.
Inverse Monotonicity: Stability and Convergence
Explores inverse monotonicity in numerical methods for differential equations, emphasizing stability and convergence criteria.
Numerical Approximation of Partial Differential Equations
Explores numerical methods for solving partial differential equations computationally, emphasizing their importance in predicting various phenomena.
Weak Formulations & Solutions: Elliptic Problems
Explores weak formulations and solutions for elliptic problems using Galerkin methods.
Linear Partial Differential Equations
Explores linear partial differential equations, elliptic PDEs, Laplace equation, boundary conditions, and classical solutions.
Stability and Convergence in Numerical Methods
Explores stability, consistency, and convergence in numerical methods, emphasizing the importance of order consistency and boundary conditions.
Heat Integration: Lecture 10
Covers the evaluation of projects, project slots, heat integration, weak solutions, and projection of solutions.
Finite Difference Methods: Stability Analysis
Explores the stability analysis of finite difference methods for solving differential equations.
Numerical Methods: Boundary Conditions and Stencils
Covers the renumbering of stencil points and the impact of boundary corrections on the linear system matrix.
Numerical Methods: Lecture 4
Covers band matrices, linear systems, stability analysis, and boundary corrections in numerical methods.
Continuity and Galerkin Method
Introduces continuity in function spaces and the Galerkin method for solving boundary value problems.
Error Estimation in Numerical Methods
Covers error estimation in numerical methods, focusing on stability and truncation errors.
Variational Formulation: Finite Element Method
Discusses the variational formulation of the heat equation using the finite element method.
Finite Element Method: Galerkin Method
Covers the Galerkin method in the Finite Element Method for solving non-homogeneous Dirichlet problems.
Finite Element Method: Weak Solutions
Covers weak solutions in the finite element method, emphasizing continuity and the Cauchy-Schwarz inequality.
Galerkin Orthogonality: Lecture 11
Explains Galerkin orthogonality in numerical methods and its stability criteria.
Finite Element Method: Assembly and Integration
Covers the assembly of finite element matrix and diffusion coefficients.
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