Gallery of examples

This gallery contains several application examples for the infobs package to illustrate diverse features.

Meudon PDR code fast emulator:

• meudonpdr.ipynb: illustrates the features of the MeudonPDR class, which predicts integrated line intensities from cloud visual extinction, UV radiative field intensity, thermal pressure, and observation angle.

Instruments and IRAM 30m EMIR receiver:

• instruments.ipynb: illustrates how to use the IRAM30mEMIR instrument, and how to create your own receivers. Instruments can process Meudon PDR code emulator predictions to mimic real-world observation.

• emir-bands.ipynb: how to easily display available lines for atmospheric bands.

Simulator of observations:

• simulator.ipynb: illustrates how to use the Simulator class, which combines the Meudon PDR code emulator, an instrument, and a prior on the distribution of the astrophysical parameters.

• sampling.ipynb: more detail on how to parametrize astrophysical parameter distributions.

Tools to compute and display informativity results:

• informativity.ipynb : illustrates the features of the Infobs class, which provides tools to quantify statistical dependence between simulated observations and astrophysical parameters for a given environment, and to easily display the results.

Gallery

• Meudon PDR code emulator predictions
• Instruments
• IRAM 30m EMIR spectral bands
• Sampling
• Simulating observations
• Informativity of IRAM 30m EMIR observations