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Andrew Casey

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Andrew Casey

Assoc Professor

 https://orcid.org/0000-0003-0174-0564

Accepting PhD Students

PhD projects

Research projects available on (nearly) anything to do with data analysis. If you're a prospective student then you should contact me because I give my best ideas to students and those change as quickly as research does.

20112025

Research activity 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)

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  1. SDG 8 - Decent Work and Economic Growth
    SDG 8 Decent Work and Economic Growth

Collaborations and top research areas from the last five years

Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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View all 6 projects

  • 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
    45   Link opens in a new tab Citations (Scopus)

  • exoALMA. VIII. Probabilistic Moment Maps and Data Products Using Nonparametric Linear Models

    Hilder, T., Casey, A. R., Price, D. J., Pinte, C., Izquierdo, A. F., Hardiman, C., Bae, J., Barraza-Alfaro, M., Benisty, M., Cataldi, G., Curone, P., Czekala, I., Facchini, S., Fasano, D., Flock, M., Fukagawa, M., Galloway-Sprietsma, M., Garg, H., Hall, C. & Hammond, I. & 16 others, Huang, J., Ilee, J. D., Kanagawa, K., Lesur, G., Longarini, C., Loomis, R., Orihara, R., Rosotti, G., Stadler, J., Teague, R., Yen, H. W., Wafflard, G., Winter, A. J., Wölfer, L., Yoshida, T. C. & Zawadzki, B., 1 May 2025, In: Astrophysical Journal Letters. 984, 1, 18 p., L13.

    Research output: Contribution to journal › Article › Research › peer-review

    Open Access
    9   Link opens in a new tab Citations (Scopus)

  • Discovery of a dormant 33 solar-mass black hole in pre-release Gaia astrometry

    Panuzzo, P., Mazeh, T., Arenou, F., Holl, B., Caffau, E., Jorissen, A., Babusiaux, C., Gavras, P., Sahlmann, J., Bastian, U., Wyrzykowski, L., Eyer, L., Leclerc, N., Bauchet, N., Bombrun, A., Mowlavi, N., Seabroke, G. M., Teyssier, D., Balbinot, E. & Helmi, A. & 230 others, Brown, A. G. A., Vallenari, A., Prusti, T., De Bruijne, J. H. J., Barbier, A., Biermann, M., Creevey, O. L., Ducourant, C., Evans, D. W., Guerra, R., Hutton, A., Jordi, C., Klioner, S. A., Lammers, U., Lindegren, L., Luri, X., Mignard, F., Nicolas, C., Randich, S., Sartoretti, P., Smiljanic, R., Tanga, P., Walton, N. A., Aerts, C., Bailer-Jones, C. A. L., Cropper, M., Drimmel, R., Jansen, F., Katz, D., Lattanzi, M. G., Soubiran, C., Thévenin, F., Van Leeuwen, F., Andrae, R., Audard, M., Bakker, J., Blomme, R., Castañeda, J., De Angeli, F., Fabricius, C., Fouesneau, M., Frémat, Y., Galluccio, L., Guerrier, A., Heiter, U., Masana, E., Messineo, R., Nienartowicz, K., Pailler, F., Riclet, F., Roux, W., Sordo, R., Gracia-Abril, G., Portell, J., Altmann, M., Benson, K., Berthier, J., Burgess, P. W., Busonero, D., Busso, G., Cacciari, C., Cánovas, H., Carrasco, J. M., Carry, B., Cellino, A., Cheek, N., Clementini, G., Damerdji, Y., Davidson, M., De Teodoro, P., Delchambre, L., Della Oro, A., Fraile Garcia, E., Garabato, D., García-Lario, P., Haigron, R., Hambly, N. C., Harrison, D. L., Hatzidimitriou, D., Hernández, J., Hestroffer, D., Hodgkin, S. T., Jamal, S., Jevardat De Fombelle, G., Jordan, S., Krone-Martins, A., Lanzafame, A. C., Löffler, W., Lorca, A., Marchal, O., Marrese, P. M., Moitinho, A., Muinonen, K., Nuñez Campos, M., Oreshina-Slezak, I., Osborne, P., Pancino, E., Pauwels, T., Recio-Blanco, A., Riello, M., Rimoldini, L., Robin, A. C., Roegiers, T., Sarro, L. M., Schultheis, M., Smith, M., Sozzetti, A., Utrilla, E., Van Leeuwen, M., Weingrill, K., Abbas, U., Ábrahám, P., Abreu Aramburu, A., Ahmed, S., Altavilla, G., Álvarez, M. A., Anders, F., Anderson, R. I., Anglada Varela, E., Antoja, T., Baig, S., Baines, D., Baker, S. G., Balaguer-Núñez, L., Balog, Z., Barache, C., Barros, M., Barstow, M. A., Bartolomé, S., Bashi, D., Bassilana, J. L., Baudeau, N., Becciani, U., Bedin, L. R., Bellas-Velidis, I., Bellazzini, M., Beordo, W., Bernet, M., Bertolotto, C., Bertone, S., Bianchi, L., Binnenfeld, A., Blanco-Cuaresma, S., Bland-Hawthorn, J., Blazere, A., Boch, T., Bossini, D., Bouquillon, S., Bragaglia, A., Braine, J., Bratsolis, E., Breedt, E., Bressan, A., Brouillet, N., Brugaletta, E., Bucciarelli, B., Butkevich, A. G., Buzzi, R., Camut, A., Cancelliere, R., Cantat-Gaudin, T., Capilla Guilarte, D., Carballo, R., Carlucci, T., Carnerero, M. I., Carretero, J., Carton, S., Casamiquela, L., Casey, A., Castellani, M., Castro-Ginard, A., Ceraj, L., Cesare, V., Charlot, P., Chaudet, C., Chemin, L., Chiavassa, A., Chornay, N., Chosson, D., Cooper, W. J., Cornez, T., Cowell, S., Crosta, M., Crowley, C., Cruz Reyes, M., Dafonte, C., Dal Ponte, M., David, M., De Laverny, P., De Luise, F., De March, R., De Torres, A., Del Peloso, E. F., Delbo, M., Delgado, A., Delisle, J. B., Demouchy, C., Denis, E., Dharmawardena, T. E., Di Giacomo, F., Diener, C., Distefano, E., Dolding, C., Dsilva, K., Enke, H., Fabre, C., Fabrizio, M., Faigler, S., Fatoviä, M., Fedorets, G., Fernández-Hernández, J., Fernique, P., Figueras, F., Fouron, C., Fragkoudi, F., Gai, M., Galinier, M., Garcia-Serrano, A., García-Torres, M., Garofalo, A., Gerlach, E., Geyer, R., Giacobbe, P., Gilmore, G., Girona, S., Giuffrida, G., Gomboc, A., Gomez, A., González-Santamaría, I. & Gosset, E., Jun 2024, In: Astronomy and Astrophysics. 686, 23 p., L2.

    Research output: Contribution to journal › Article › Research › peer-review

    Open Access
    114   Link opens in a new tab Citations (Scopus)

  • Nova contributions to the chemical evolution of the Milky Way

    Kemp, A. J., Karakas, A. I., Casey, A. R., Côté, B., Izzard, R. G. & Osborn, Z., Sept 2024, In: Astronomy and Astrophysics. 689, 26 p., A222.

    Research output: Contribution to journal › Article › Research › peer-review

    Open Access
    6   Link opens in a new tab Citations (Scopus)

  • Spectacular Nucleosynthesis from Early Massive Stars

    Ji, A. P., Curtis, S., Storm, N., Chandra, V., C. Schlaufman, K., G. Stassun, K., Heger, A., Pignatari, M., Price-Whelan, A. M., Bergemann, M., Stringfellow, G. S., Fröhlich, C., Reggiani, H., Holmbeck, E. M., Tayar, J., Shah, S. P., Griffith, E. J., Laporte, C. F. P., Casey, A. R. & Hawkins, K. & 22 others, Horta, D., Cerny, W., Thibodeaux, P., Usman, S. A., Amarante, J. A. S., Beaton, R. L., Cargile, P. A., Chiappini, C., Conroy, C., Johnson, J. A., Kollmeier, J. A., Li, H., Loebman, S., Meynet, G., Bizyaev, D., Brownstein, J. R., Gupta, P., Morrison, S., Pan, K., Ramirez, S. V., Rix, H. W. & Sánchez-Gallego, J., 1 Feb 2024, In: Astrophysical Journal Letters. 961, 2, 25 p., L41.

    Research output: Contribution to journal › Article › Research › peer-review

    Open Access
    26   Link opens in a new tab Citations (Scopus)
View all 152 research outputs
View all 12 prizes
  • 2 Contribution to conference
  • 1 Membership of an advisory panel/policy group/ board