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ErikOsinga / master_research_project

Repository for the Master Research Project: "Data compression for weak lensing studies with the upcoming Euclid mission with Information Maximizing Neural Networks"
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distances in the S8, Omega_m space #11

Open mjvakili opened 5 years ago

mjvakili commented 5 years ago

For a set of noiseless simulations each corresponding to a point in the (Omegam, S8) space, can you compute the distance (x^TC^-1x) and make a figure showing distances in the space of (Omegam, S8) ?

ErikOsinga commented 5 years ago

Since the network was trained on noisy simulations, I am not sure this will work. For the set of noiseless simulations, the output of the network is constant over the parameter range.

LHS_5_1D