20112022
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Personal profile

Research interests

Dr Andy Casey works on computational data analysis problems across multiple fields of research, with a primary focus in astrophysics. Specifically, Casey aims to combine physically interpretable models with data-driven methods to drive a generational advancement in stellar astrophysics. Casey's research interests and expertise is broad, spanning astrophysics, engineering (aerospace), biology, statistics, optimisation, Bayesian inference, artificial intelligence (AI and data science), as well as algorithms and more general computational data analysis problems.

Biography

Dr Andy Casey received his PhD in Astronomy & Astrophysics from the Australian National University (Canberra). During his PhD he spent time at the Massachusetts Institute of Technology (Boston) as a visiting graduate student and a recipient of the Australian Prime Minister's Endeavour Award. In 2014 he started as a post-doctoral research fellow at the University of Cambridge, where he was a Senior Member (CRA) with King's College. In 2017 Casey accepted a research fellowship in astrophysics and statistics at Monash University. In September 2019 Casey will start on a Discovery Early Career Researcher Award from the Australian Research Council.

Consulting

I am available for consultation on any data analysis problems in any field.

Keywords

  • Astrophysics
  • Stellar Astrophysics
  • Data analysis
  • Bayesian statistics
  • Inference
  • Machine Learning
  • AI and data science
  • Data science
  • Deep learning
  • Probabilistic Graphical Models (PGM)

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2019 2022

Research Output 2011 2018

  • 75 Article
  • 5 Review Article
  • 2 Conference Paper
  • 1 Comment / Debate

APOGEE Data Releases 13 and 14: Data and Analysis

Holtzman, J. A., Hasselquist, S., Shetrone, M., Cunha, K., Prieto, C. A., Anguiano, B., Bizyaev, D., Bovy, J., Casey, A., Edvardsson, B., Johnson, J. A., Jönsson, H., Meszaros, S., Smith, V. V., Sobeck, J., Zamora, O., Chojnowski, S. D., Fernandez-Trincado, J., Hernandez, A. G., Majewski, S. R. & 6 othersPinsonneault, M., Souto, D., Stringfellow, G. S., Tayar, J., Troup, N. & Zasowski, G., 1 Sep 2018, In : Astronomical Journal. 156, 3, 24 p., 125.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File

Chemical Inhomogeneities in the Pleiades: Signatures of Rocky-forming Material in Stellar Atmospheres

Spina, L., Meléndez, J., Casey, A. R., Karakas, A. I. & Tucci-Maia, M., 20 Aug 2018, In : Astrophysical Journal. 863, 2, 6 p., 179.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File

Gaia-ESO Survey: INTRIGOSS - A New Library of High-resolution Synthetic Spectra

Franchini, M., Morossi, C., Di Marcantonio, P., Chavez, M., Gilmore, G., Randich, S., Flaccomio, E., Koposov, S. E., Korn, A. J., Bayo, A., Carraro, G., Casey, A., Franciosini, E., Hourihane, A., Jofré, P., Lardo, C., Lewis, J., Magrini, L., Morbidelli, L., Sacco, G. G. & 2 othersWorley, C. & Zwitter, T., 1 Aug 2018, In : The Astrophysical Journal. 862, 2, 21 p., 146.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File

Galactic Doppelgangers: The Chemical Similarity among Field Stars and among Stars with a Common Birth Origin

Ness, M., Rix, H. W., Hogg, D. W., Casey, A. R., Holtzman, J., Fouesneau, M., Zasowski, G., Geisler, D., Shetrone, M., Minniti, D., Frinchaboy, P. M. & Roman-Lopes, A., 1 Feb 2018, In : Astrophysical Journal. 853, 2, 22 p., 198.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File

Prizes

Young Tall Poppy Award

Andrew Casey (Recipient), 15 Nov 2018

Prize: Prize (including medals and awards)

Fresh Science

Andrew Casey (Recipient), 15 Jun 2018

Prize: Prize (including medals and awards)

Senior Member

Andrew Casey (Recipient), 2015

Prize: Prize (including medals and awards)

Australian Prime Minister's Endeavour Award

Andrew Casey (Recipient), 2011

Prize: Prize (including medals and awards)

InnovationACT: First Prize Winner

Andrew Casey (Recipient), 2011

Prize: Prize (including medals and awards)

Activities 2014 2014

  • 1 Thesis Examination

A tale of tidal tails in the Milky Way

Andrew Casey (Examiner)
14 Feb 2014

Activity: Examination typesThesis Examination