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Table · dataset · 2023

1D disc evolution models

Listed in IVOA Registry (Virtual Observatory)

We want to find the distribution of initial conditions that best reproduces disc observations at the population level.

Description

We first run a parameter study using a 1D model that includes the viscous evolution of a gas disc, dust, and pebbles, coupled with an emission model to compute the mm flux observable with ALMA. This is used to train a machine learning surrogate model, which can compute the relevant quantity for comparison with observations in seconds.

This surrogate model is used to perform parameter studies and synthetic disc populations. Performing parameter study, we find that internal photoevaporation lead to lower dependency of disc lifetimes on stellar mass than external photoevaporation. This dependence should be investigated in the future.

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Performing population synthesis, we find that under the combined losses of internal and external photoevaporation, discs are too short lived. To match observational constraints, future models of disc evolution need to include either or all of the following processes: infall of material to replenish the discs, shielding of the disc from internal photoevaporation due to magnetically-driven disc winds, and extinction of external high-energy radiation.

Nevertheless, disc properties in low-external photoevaporation regions can be reproduced by having more massive and compact discs. Here, the optimum values of the alpha viscosity parameter lie between 3*10^-4^ and 10^-3^ and with internal photoevaporation being the main mode of disc dispersal.

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Catalogue records · 2

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Provenance · 1 source records, 7 field assertions
SourceKeyLast seenRaw
IVOA Registry (Virtual Observatory)ivo://cds.vizier/j/a+a/673/a7815 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · IVOA Registryconnector:ivoa_registry@1.0.0
concepts[field].local:field:astronomymapping · IVOA Registryconnector:ivoa_registry@1.0.0
descriptionsource · IVOA Registryconnector:ivoa_registry@1.0.0rr.resource.res_description
license_textsource · IVOA Registryconnector:ivoa_registry@1.0.0
publication_datesource · IVOA Registryconnector:ivoa_registry@1.0.0
titlesource · IVOA Registryconnector:ivoa_registry@1.0.0rr.resource.res_title
updated_datesource · IVOA Registryconnector:ivoa_registry@1.0.0