Staff profile
Overview
https://www.physics.dur.ac.uk/staffphotos/ting-yun_cheng.jpg
| Affiliation | Room number | Telephone |
|---|---|---|
| PDRA in the Department of Physics | OCW121 | |
| Postdoctoral Research Associate in the Centre for Extragalactic Astronomy | OCW121 |
Publications
Journal Article
- Cheng, T-Y, Domínguez Sánchez, H, Vega-Ferrero, J, Conselice, C J, Siudek, M, Aragón-Salamanca, A, Bernardi, M, Cooke, R, Ferreira, L, Huertas-Company, M, Krywult, J, Palmese, A, Pieres, A, Plazas Malagón, A A, Carnero Rosell, A, Gruen, D, Thomas, D, Bacon, D, Brooks, D, James, D J, Hollowood, D L, Friedel, D, Suchyta, E, Sanchez, E, Menanteau, F, Paz-Chinchón, F, Gutierrez, G, Tarle, G, Sevilla-Noarbe, I, Ferrero, I, Annis, J, Frieman, J, García-Bellido, J, Mena-Fernández, J, Honscheid, K, Kuehn, K, da Costa, L N, Gatti, M, Raveri, M, Pereira, M E S, Rodriguez-Monroy, M, Smith, M, Carrasco Kind, M, Aguena, M, Swanson, M E C, Weaverdyck, N, Doel, P, Miquel, R, Ogando, R L C, Gruendl, R A, Allam, S, Hinton, S R, Dodelson, S, Bocquet, S, Desai, S, Everett, S & Scarpine, V (2023). Lessons learned from the two largest Galaxy morphological classification catalogues built by convolutional neural networks. Monthly Notices of the Royal Astronomical Society 518(2): 2794-2809.
- Cheng, Ting-Yun, Conselice, Christopher J. Aragón-Salamanca, Alfonso, Aguena, M., Allam, S., Andrade-Oliveira, F., Annis, J., Bluck, A. F. L. Brooks, D., Burke, D. L. Carrasco Kind, M., Carretero, J., Choi, A. Costanzi, M., da Costa, L. N. Pereira, M. E. S., De Vicente, J. Diehl, H. T., Drlica-Wagner, A. Eckert, K. Everett, S., Evrard, A. E., Ferrero, I., Fosalba, P. Frieman, J. García-Bellido, J. Gerdes, D. W. Giannantonio, T. Gruen, D. Gruendl, R. A. Gschwend, J. Gutierrez, G. Hinton, S. R. Hollowood, D. L. Honscheid, K. James, D. J. Krause, E. Kuehn, K. Kuropatkin, N. Lahav, O. Maia, M. A. G. March, M. Menanteau, F., Miquel, R., Morgan, R., Paz-Chinchón, F., Pieres, A., Plazas Malagón, A. A. Roodman, A., Sanchez, E., Scarpine, V., Serrano, S. Sevilla-Noarbe, I. Smith, M. Soares-Santos, M. Suchyta, E. Swanson, M. E. C. Tarle, G. Thomas, D. & To, C. (2021). Galaxy Morphological Classification Catalogue of the Dark Energy Survey Year 3 data with Convolutional Neural Networks. Monthly Notices of Royal Astronomical Society 507(3): 4425-4444.
- Cheng, Ting-Yun, Huertas-Company, Marc, Conselice, Christopher J, Aragón-Salamanca, Alfonso, Robertson, Brant E & Ramachandra, Nesar (2021). Beyond the hubble sequence – exploring galaxy morphology with unsupervised machine learning. Monthly Notices of the Royal Astronomical Society 503(3): 4446-4465.