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2D Anisotropic Stiff Dynamics: Chaotic Pattern Formation in Two Dimensions

  • Task ID: physics.ks_2d_anisotropic
  • Domain: physics
  • Subdomain: nonlinear_dynamics
  • Status: test
  • Tags: stiff_pde, spectral_methods, chaotic_dynamics, 2d_fft, anisotropic_pde, etdrk4, pattern_formation

Public Summary

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Example B1 Prompt Excerpt

# B1: 2D Conserved Anisotropic Stiff Dynamics — Full Equation and Solver Guide
## Task Overview
You are given observed spatio-temporal evolution data from a 2D nonlinear pattern-forming system governed by a conserved anisotropic Kuramoto-Sivashinsky-type equation (epitaxial surface-growth variant) on a doubly periodic domain:
```text
u_t = -alpha * u
      + u_xx + mu * u_yy
      - nu * u_xxxx - 2 * gamma * u_xxyy - delta * u_yyyy
      + nabla^2 [(lambda_xx / 2) * u_x^2

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