Research output per year
Research output per year
Personal profile
Biography
I am a current PhD student at the International Centre for Radio Astronomy Research (ICRAR-UWA). My research is focused on applications of deep learning in order to study the evolution of galaxy morphology.
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Research output
- 5 Article
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The galaxy morphology-density relation in the EAGLE simulation
Pfeffer, J., Cavanagh, M. K., Bekki, K., Couch, W. J., Drinkwater, M. J., Forbes, D. A. & Koribalski, B. S., 1 Feb 2023, In: Monthly Notices of the Royal Astronomical Society. 518, 4, p. 5260-5278 19 p.Research output: Contribution to journal › Article › peer-review
Open Access -
The redshift evolution of the S0 fraction for z < 1 in COSMOS
Cavanagh, M., Bekki, K. & Groves, B., 1 Apr 2023, In: Monthly Notices of the Royal Astronomical Society. 520, 4, p. 5885-5902 18 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Downloads (Pure) -
The evolution of barred galaxies in the EAGLE simulations
Cavanagh, M. K., Bekki, K., Groves, B. A. & Pfeffer, J., 1 Mar 2022, In: Monthly Notices of the Royal Astronomical Society. 510, 4, p. 5164-5178 15 p.Research output: Contribution to journal › Article › peer-review
6 Citations (Scopus) -
Morphological classification of galaxies with deep learning: comparing 3-way and 4-way CNNs
Cavanagh, M. K., Bekki, K. & Groves, B. A., 1 Sept 2021, In: Monthly Notices of the Royal Astronomical Society. 506, 1, p. 659-676 18 p.Research output: Contribution to journal › Article › peer-review
Open Access15 Citations (Scopus) -
Bars formed in galaxy merging and their classification with deep learning
Cavanagh, M. K. & Bekki, K., 1 Sept 2020, In: Astronomy and Astrophysics. 641, A77.Research output: Contribution to journal › Article › peer-review
10 Citations (Scopus)