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DNN_parameters
Mcrits.dat
Mcrits_lowkappa.dat
Menve.dat
Menve_lowkappa.dat
README.md
scalers_Mcrit.dat
scalers_Mcrit_lowkappa.dat
scalers_Menve.dat
scalers_Menve_lowkappa.dat
startnotebook
testing_the_DNN_Mcrit.ipynb
testing_the_DNN_Mcrit_lowkappa.ipynb
testing_the_DNN_Menve.ipynb Add files via upload Mar 1, 2019
testing_the_DNN_Menve_lowkappa.ipynb Add files via upload Mar 1, 2019

README.md

DNN_internal_structure

This repository will contain the tools from Alibert and Venturini (A&A, accepted).

We provide 4 Jupyter notebooks, that can be used to predict the critical mass (for normal opacity or reduced one), and the envelope mass (also for two values of the opacity).

The input must be entered in files Mcrits.dat (for the critical mass) and Menve.dat (for the computation of the envelope mass). The format of these files is explained in the notebooks.

The paper is available here: http://arxiv.org/abs/1903.00320, and more details are given here: http://nccr-planets.ch/research/phase2/domain2/project5/machine-learning-and-advanced-statistical-analysis/

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