Resources
Slides, recordings, and materials from QUASAR.
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Seminars
Talks and presentations from QUASAR meetings.
SpecML: A Foundational
Transformer-Based Model for Interpreting Galaxy Spectra and Predicting Source
Classification and Galaxy Property Estimations
SpecML: A Foundational Transformer-Based Model for Interpreting Galaxy Spectra and Predicting Source Classification and Galaxy Property Estimations
Carmen Martinez Harris
In this talk, Carmen Martinez Harris presents SpecML, a self-supervised foundation model that learns general representations of galaxy spectra from unlabelled data and transfers them to tasks where labels are scarce. The model adapts the OmniSpectra architecture for use with JWST NIRSpec prism spectra drawn from the DAWN archive, extending these representations to redshift recovery, source classification, and galaxy property estimation.
Recording
Astrophysics Research in
Queensland
Astrophysics Research in Queensland
QUT, UniSQ, UQ
Overview presentations from each partner university on astrophysics research across South-East Queensland.
Recording
Workshops
Interactive sessions, tutorials, and hands-on materials.
The Bayes-Sics: A Workshop
on Bayesian Stats + Methods for Astrophysics
The Bayes-Sics: A Workshop on Bayesian Stats + Methods for Astrophysics
Hugh McDougall
An introductory workshop on Bayesian statistics and their application to astrophysics, covering priors, likelihoods, and practical methods such as MCMC and nested sampling. For more of Hugh's talks, slides, and resources, visit his website.
Recording
Materials
How to Create a Website
for Astrophysicists
How to Create a Website for Astrophysicists
Mitchell Hooymans
Web design overview for academic portfolios, with templates to get started using modern, low-maintenance tools.
Materials
Recording