Metadata
Science Graduate Analyze Hard-
Subject
Science
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Education level
Graduate
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Cognitive goals
Analyze
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Difficulty estimate
Hard
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Tags
reaction-diffusion, Turing patterns, bifurcation, stability analysis, morphogenesis, nonlinear dynamics
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Number of questions
5
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Created on
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Generation source
Fully autonomous and synthetic. Generation by GENO 0.1A using GPT-5-mini
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License
CC0 Public domain
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Prompt
Assess graduate-level ability to analyze reaction–diffusion models of morphogenesis: derive and nondimensionalize governing equations, compute homogeneous steady states, perform linear stability analysis to obtain dispersion relations, identify Turing and Hopf bifurcation thresholds, and carry out weakly nonlinear (amplitude equation) or numerical continuation methods to classify bifurcation types and predict pattern selection (wavelength, mode, and stability). Include consideration of parameter sensitivity, domain size and boundary conditions, multi-component interactions, and validation via numerical simulation or eigenvalue computations.
Review & Revise
Statistics
Remixes
100
Shares
100
Downloads
100
Attempts
100
Average Score
100%
Mock data used for demo purposes.