Math Problem Statement

homework_10 (1).pdf

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Solution

The uploaded document contains a detailed numerical and analytical project involving transient nonlinear flow. Here's a breakdown of its requirements and tasks:

Core Equations and Requirements

The study revolves around solving a set of partial differential equations governing transient nonlinear flow:

  1. Momentum Equation (vv) - Equation (1)
  2. Vorticity Equation (η\eta) - Equation (2)
  3. Stream Function Equation (ψ\psi) - Equation (3)

The system is solved with boundary conditions and initial conditions specified, using:

  • Second-order centered finite differences for spatial discretization.
  • Heun’s method for temporal integration (predictor-corrector).
  • Parameters Re=1,10,100,1000Re = 1, 10, 100, 1000, and Γ=1.5\Gamma = 1.5.

Tasks and Goals

  1. Solve and compare nonlinear results with transient linear results for vv from previous work (HW9).
  2. Compile results into a write-up that includes:
    • Starting from the Navier-Stokes equations and deriving simplifications.
    • Steady and transient solutions (linear and nonlinear).
    • Comparison of L2-norm convergence for linear steady analytic and numerical solutions.
    • Investigation of steady-state behavior with varying ReRe.

Steps to Approach

  1. Analytical Work:

    • Start with Navier-Stokes equations.
    • Discuss assumptions leading to the reduced system of equations.
  2. Numerical Implementation:

    • Use second-order finite differences with δr=δz=1/100\delta r = \delta z = 1/100.
    • Implement Heun’s method for time-stepping.
  3. Analysis of Results:

    • Convergence behavior of steady linear solutions.
    • Time to reach steady state for unsteady problems with varying ReRe.
    • Compare nonlinear steady results for Re=10,100,1000Re = 10, 100, 1000 to linear steady solutions (Re0Re \to 0).
  4. Write-Up:

    • Include the narrative.
    • Provide numerical codes in appendices.
    • Discuss all convergence metrics, comparisons, and time scales.

Would you like help with any specific part of this project (e.g., implementing finite differences, Heun’s method, or analyzing the L2-norm)? Here are some potential areas to explore:

  1. Explanation and derivation of numerical schemes for finite differences and Heun's method.
  2. Implementation details in Python or MATLAB for solving these equations.
  3. Strategies for analyzing convergence using L2-norms.
  4. Discussion on the impact of varying ReRe on transient and steady-state solutions.
  5. Guidance on compiling the results into a coherent narrative.

Tip: Always validate the numerical code with simpler cases (e.g., linear steady-state solutions) to ensure correctness before tackling nonlinear problems.

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Math Problem Analysis

Mathematical Concepts

Partial Differential Equations
Numerical Analysis
Finite Difference Methods
Navier-Stokes Equations
Nonlinear Dynamics

Formulas

Momentum Equation (Equation 1)
Vorticity Equation (Equation 2)
Stream Function Equation (Equation 3)
L2-norm convergence formulas

Theorems

Navier-Stokes Equations
Numerical Convergence Theorems
Stability Analysis of Finite Difference Methods

Suitable Grade Level

Graduate Level