DARWEN uses a genetic algorithm seeded by PCA-based sensitivity analysis to automatically reduce exoplanet chemical networks, producing schemes up to ~20x faster than the full model, including the first reduced network with photochemistry.
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DARWEN: Data-driven Algorithm for Reduction of Wide Exoplanetary Networks
DARWEN uses a genetic algorithm seeded by PCA-based sensitivity analysis to automatically reduce exoplanet chemical networks, producing schemes up to ~20x faster than the full model, including the first reduced network with photochemistry.