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Conditional normalizing flows for emulating grids of stellar models

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modelflows

Normalizing Flows for the Emulation of Grids of Stellar Models

To run the experiments in the notebooks, please download the grid of models here and the trained conditional normalizing flows (CNFdwarf, CNFgiant, and CNFasfgrid) here. Unzip these files into the main folder. The grid is optional, but necessary to visualize comparisons with its emulation.

An interactive app can be found here.

varymassfeh

A pip-installable package modelflows is available!

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