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Warm dark matter inference with Information Maximising Neural Networks

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IMNN_WDM

Warm dark matter inference with information-maximising Neural Networks. The code trains a simple MLP to obtain optimal summaries of simulated Lyman-alpha skewers from the Sherwood project (https://www.nottingham.ac.uk/astronomy/sherwood/) with respect to the WDM mass parameter. This is done by maximising the Fisher Information of the NN output.

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Warm dark matter inference with Information Maximising Neural Networks

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