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Verification and validation
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Related lectures (47)
Computational Geomechanics: Week 4
Explores transient flow in porous media, covering governing equations, stability conditions, and numerical methods.
Finite Differences and Finite Elements: Variational Formulation
Discusses finite differences and finite elements, focusing on variational formulation and numerical methods in engineering applications.
Finite Element Analysis: Advanced Mechanisms in Engineering
Provides an overview of advanced mechanisms analysis using Finite Element Method and Finite Element Analysis in engineering applications.
Numerical Methods for Boundary Value Problems
Covers numerical methods for solving boundary value problems using finite difference, FFT, and finite element methods.
Implicit Schemes in Numerical Analysis
Explores implicit schemes in numerical analysis, emphasizing stability and convergence properties in solving differential equations.
Numerical Methods: Boundary Value Problems
Explores numerical methods for boundary value problems, including heat diffusion and fluid flow, using finite difference methods.
Numerical Methods in Hydrodynamics
Covers numerical methods in hydrodynamics, ideal fluids, plasma universe, dark matter simulation, and baryon modeling.
Numerical Differentiation: Richardson Extrapolation
Covers Richardson extrapolation for numerical differentiation to reduce error.
Convergence Order
Explores the concepts of linear and quadratic convergence rates, highlighting their differences and applications in numerical methods.
Turbulence: Numerical Flow Simulation
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Explores turbulence characteristics, simulation methods, and modeling challenges, providing guidelines for choosing and validating turbulence models.
Computation, Verification and Validation
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Explains verification and validation in CFD simulations, focusing on Richardson extrapolation and accuracy checking.
Time Integration: Unsteady Simulation Methods
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Explores numerical methods for unsteady flow simulation, emphasizing time integration techniques and boundedness criteria.
Digital Physics: Convergence and Error Analysis
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Discusses evaluation feedback, convergence, error analysis, and adaptive time steps in physics simulations.
Numerical Flow Simulation: Introduction
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Covers numerical flow simulation methodology, applications, challenges, and practical exercises with software like Matlab and OpenFOAM.
Other Topics: Techniques for Fluid Interfaces
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Explores numerical methods for fluid dynamics and techniques for handling fluid interfaces.
Computational Science and Engineering: Master Program Overview
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Outlines the Master in Computational Science and Engineering program at EPFL, detailing its structure, projects, and career opportunities for graduates.
Consistency and Stability in Numerical Methods
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Explores consistency and stability in numerical methods, emphasizing error analysis and the role of boundary conditions.
Root Finding Methods: Secant, Newton, and Fixed Point Iteration
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Covers numerical methods for finding roots, including secant, Newton, and fixed point iteration techniques.
Numerical Modelling of the Atmosphere
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Focuses on numerical modelling of atmospheric processes to predict weather and climate phenomena, covering key concepts and methods.
Numerical Methods: Euler and Crank-Nicolson
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Covers Euler and Crank-Nicolson methods for solving differential equations.
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