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Multi-component Earth system models need to be redesigned to make interactions among model components and other applications external to the modeling system easier.
PB-SAND uses a dominantly geometric modelling approach supplemented by process-based and stochastic model components, and is constrained by quantified sedimentological data derived from modern point bars or ancient successions that represent suitable analogues.
We guess the initial parameter values for some background model components and set other values ourselves.
The number of model components and component parameters are considered unknown random variables to be estimated.
First, we set up the exposure map and PSF model components, and then define the full source model expression with set_full_model.
The plot_source_component command is available for visualizing the unconvolved model components, and get_model_component_plot/get_source_component_plot for accessing the data arrays and preferences which define the corresponding plot.
The image_model_component command is available for visualizing PSF-convolved model components, and get_model_component_image/get_source_component_image for accessing the data arrays and preferences which define the corresponding image.
We perform this validation through involving a group of software process improvement and RE experts in examining our RE model components and completing a detailed questionnaire.
Validation of model components and the model as a whole has been undertaken by third parties where possible as this lends the results greater credibility.
We identify desirable features for models, and describe some of the potential advances that we envisage for model components and their integration.
Both model components and connections are active objects that do essential tasks independently, having more intelligence and autonomy in comparison with conventional simulation tools.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com