Published December 3, 2024 | Version v1
Software Open

Software and data for the paper "Fast and Reliable Probabilistic Reflectometry Inversion with Prior-Amortized Neural Posterior Estimation"

Authors/Creators

Description

The repository contains the code, experimental data, and trained model from the paper "Fast and Reliable Probabilistic Reflectometry Inversion with Prior-Amortized Neural Posterior Estimation," uploaded during the review process. The data is stored in an .h5 file located in the data folder. The model weights are stored in a .pt file in the saved_models folder. The README.md file provides instructions for installation and testing.

Files

panpe-reflectometry.zip

Files (122.5 MB)

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md5:7b81ac9327af120ecaa50526e62e737b
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Additional details

Software

Repository URL
https://github.com/mlcolab/panpe
Programming language
Python