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malihass committed Jan 15, 2025
commit 2d35cd3b0752abd9264f94a64843150c43afd4f8
28 changes: 14 additions & 14 deletions docs/source/calibration_bsd.rst
Original file line number Diff line number Diff line change
Expand Up @@ -87,7 +87,7 @@ The plot below shows the values of `Bf` and `Cr` simulated and whether they lead
.. container:: figures-succ-fail

.. figure:: ../assets/calibration/tutorial_bsd/succ_fail.png
:width: 30%
:width: 50%
:align: center
:alt: Scatter plot of success and runaway (failed) simulations

Expand All @@ -98,12 +98,12 @@ We can also look at how close the generated data is to the target data. For the
.. container:: figures-viz-pred-ter

.. figure:: ../assets/calibration/tutorial_bsd/cmap_bf_ternary.png
:width: 30%
:width: 50%
:align: center
:alt: Predicted data with the binary breakup and coalescence colored by Bf against the ternary target data

.. figure:: ../assets/calibration/tutorial_bsd/cmap_cr_ternary.png
:width: 30%
:width: 50%
:align: center
:alt: Predicted data with the binary breakup and coalescence colored by Cr against the ternary target data

Expand All @@ -113,12 +113,12 @@ In the case of the binary breakup and coalescence target data, a low value of `B
.. container:: figures-viz-pred-bin

.. figure:: ../assets/calibration/tutorial_bsd/cmap_bf_binary.png
:width: 30%
:width: 50%
:align: center
:alt: Predicted data with the binary breakup and coalescence colored by Bf against the binary target data

.. figure:: ../assets/calibration/tutorial_bsd/cmap_cr_binary.png
:width: 30%
:width: 50%
:align: center
:alt: Predicted data with the binary breakup and coalescence colored by Cr against the binary target data

Expand All @@ -135,7 +135,7 @@ This will generate a plot of the train and test loss history ``loss.png``. This
.. container:: figures-loss-bsdcal-surr

.. figure:: ../assets/calibration/tutorial_bsd/Loss_surr.png
:width: 30%
:width: 50%
:align: center
:alt: Loss history

Expand All @@ -155,12 +155,12 @@ Calibrate against the target data obtained with ternary breakup and coalescence
.. container:: figures-cal-tern

.. figure:: ../assets/calibration/tutorial_bsd/Surr_opt_ternary_prop.png
:width: 30%
:width: 50%
:align: center
:alt: Calibrated prediction with the surrogate forward model against ternary target data

.. figure:: ../assets/calibration/tutorial_bsd/Surr_opt_ternary_corner.png
:width: 30%
:width: 50%
:align: center
:alt: Parameter PDF obtained with the surrogate forward model with ternary target data

Expand All @@ -175,12 +175,12 @@ Calibrate against the target data obtained with binary breakup and coalescence
.. container:: figures-cal-bin

.. figure:: ../assets/calibration/tutorial_bsd/Surr_opt_binary_prop.png
:width: 30%
:width: 50%
:align: center
:alt: Calibrated prediction with the surrogate forward model against binary target data

.. figure:: ../assets/calibration/tutorial_bsd/Surr_opt_binary_corner.png
:width: 30%
:width: 50%
:align: center
:alt: Parameter PDF obtained with the surrogate forward model with binary target data

Expand All @@ -202,12 +202,12 @@ Calibrate against the target data obtained with ternary breakup and coalescence
.. container:: figures-cal-tern-calerr

.. figure:: ../assets/calibration/tutorial_bsd/Surr_cal_ternary_prop.png
:width: 30%
:width: 50%
:align: center
:alt: Calibrated prediction with the surrogate forward model against ternary target data

.. figure:: ../assets/calibration/tutorial_bsd/Surr_cal_ternary_corner.png
:width: 30%
:width: 50%
:align: center
:alt: Parameter PDF obtained with the surrogate forward model with ternary target data

Expand All @@ -221,12 +221,12 @@ Calibrate against the target data obtained with binary breakup and coalescence
.. container:: figures-cal-bin-calerr

.. figure:: ../assets/calibration/tutorial_bsd/Surr_cal_binary_prop.png
:width: 30%
:width: 50%
:align: center
:alt: Calibrated prediction with the surrogate forward model against binary target data

.. figure:: ../assets/calibration/tutorial_bsd/Surr_cal_binary_corner.png
:width: 30%
:width: 50%
:align: center
:alt: Parameter PDF obtained with the surrogate forward model with binary target data

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