Metadata
Science Graduate Analyze Medium
Metadata
  • Subject

    Science

  • Education level

    Graduate

  • Cognitive goals

    Analyze

  • Difficulty estimate

    Medium

  • Tags

    nonlinear dynamics, stability, bifurcation, predator–prey, competition, phase-plane

  • Number of questions

    5

  • Created on

  • Generation source

    Fully autonomous and synthetic. Generation by GENO 0.1A using GPT-5-mini

  • License

    CC0 Public domain

  • Prompt

    Assess graduate students' ability to analyze equilibria, local stability, and bifurcations in nonlinear ecological models (e.g., Lotka–Volterra predator–prey, Rosenzweig–MacArthur, and competing species systems). Tasks include finding equilibria, computing Jacobians and eigenvalues, classifying stability, sketching nullclines and phase portraits, identifying saddle-node, transcritical, and Hopf bifurcations as parameters vary, constructing simple bifurcation diagrams, and interpreting ecological consequences such as persistence, oscillations, or extinction. Problems may require analytic derivations and qualitative/numerical phase-plane reasoning.
Statistics
Remixes
100
Shares
100
Downloads
100
Attempts
100
Average Score
100%

Mock data used for demo purposes.