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Pretraining a neural network on simpler ΛCDM simulations before adapting it to more complex cosmological models reduced the number of expensive simulations
Pretraining an AI on simpler cosmology simulations sharply reduced the number of expensive runs
L'AI può cercare nuova fisica, ma deve dimenticare qualcosa
To discover new physics, AI may need to 'unlearn' the old one
AI slashes cosmology simulation costs but risks blind spots, study finds
Transfer learning cuts costs in cosmology simulations but risks missing new physics
To Uncover New Physics, AI Must “Unlearn” Established Theories
To discover new physics, AI may need to “unlearn” the old one
AI Must Unlearn Old Physics for New Discoveries
To discover new physics, AI may need to 'unlearn' the old one
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