Projects per year
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.
Research area 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
- 1 Active
The stars that should not exist
Australian Research Council (ARC)
27/08/19 → 26/08/22
Project: Research
Research Output
An Ultra Metal-poor Star Near the Hydrogen-burning Limit
Schlaufman, K. C., Thompson, I. B. & Casey, A. R., 10 Nov 2018, In : The Astrophysical Journal. 867, 2, 14 p., 98.Research output: Contribution to journal › Article › Research › peer-review
Open Access
File
8
Citations
(Scopus)
The GALAH survey: Temporal chemical enrichment of the galactic disc
Lin, J., Asplund, M., Ting, Y. S., Casagrande, L., Buder, S., Bland-Hawthorn, J., Casey, A. R., de Silva, G. M., D'Orazi, V., Freeman, K. C., Kos, J., Lind, K., Martell, S. L., Sharma, S., Simpson, J. D., Zwitter, T., Zucker, D. B., Minchev, I., Čotar, K., Hayden, M. & 5 others, , Jan 2020, In : Monthly Notices of the Royal Astronomical Society. 491, 2, p. 2043-2056 14 p.Research output: Contribution to journal › Article › Research › peer-review
1
Citation
(Scopus)
A Data-driven Model of Nucleosynthesis with Chemical Tagging in a Lower-dimensional Latent Space
Casey, A. R., Lattanzio, J. C., Aleti, A., Dowe, D. L., Bland-Hawthorn, J., Buder, S., Lewis, G. F., Martell, S. L., Nordlander, T., Simpson, J. D., Sharma, S. & Zucker, D. B., 11 Dec 2019, In : The Astrophysical Journal. 887, 1, 18 p., 73.Research output: Contribution to journal › Article › Research › peer-review
Open Access
File
A hyper-runaway white dwarf in Gaia DR2 as a Type Iax supernova primary remnant candidate
Ruffini, N. J. & Casey, A., Oct 2019, In : Monthly Notices of the Royal Astronomical Society. 489, 1, p. 420–426 7 p.Research output: Contribution to journal › Article › Research › peer-review
Computing fast and reliable gravitational waveforms of binary neutron star merger remnants
Easter, P. J., Lasky, P. D., Casey, A. R., Rezzolla, L. & Takami, K., 7 Aug 2019, In : Physical Review D. 100, 4, 7 p., 043005.Research output: Contribution to journal › Article › Research › peer-review
Open Access
File
3
Citations
(Scopus)
Prizes
Young Tall Poppy Award
Casey, Andrew (Recipient), 15 Nov 2018
Prize: Prize (including medals and awards)
Australian Prime Minister's Endeavour Award
Casey, Andrew (Recipient), 2011
Prize: Prize (including medals and awards)
InnovationACT: First Prize Winner
Casey, Andrew (Recipient), 2011
Prize: Prize (including medals and awards)