Lanusse, François

CMU DeepLens: deep learning for automatic image-based galaxy–galaxy strong lens finding

Lanusse, F., Ma, Q., Li, N., Collett, T. E., Li, C.-L., Ravanbakhsh, S., Mandelbaum, R., & Póczos, B. (2018) · Monthly Notices of the Royal Astronomical Society

Galaxies: Formation, Evolution, PhenomenaAstrophysical Phenomena and Observations

Cited by 191

The strong gravitational lens finding challenge

Metcalf, R. B., Meneghetti, M., Avestruz, C., Bellagamba, F., Bom, C. R., Bertin, E., Cabanac, R., Courbin, F., Davies, A., Decencière, E., et al. (2019) · Astronomy & Astrophysics

Galaxies: Formation, Evolution, PhenomenaAstrophysical Phenomena and Observations

Cited by 152

Likelihood-free inference with neural compression of DES SV weak lensing map statistics

Jeffrey, N., Alsing, J., & Lanusse, F. (2020) · Monthly Notices of the Royal Astronomical Society

Cosmology and Gravitation TheoriesGalaxies: Formation, Evolution, Phenomena

Cited by 123

The Dawes Review 10: The impact of deep learning for the analysis of galaxy surveys

Huertas-Company, M., & Lanusse, F. (2023) · Publications of the Astronomical Society of Australia

Galaxies: Formation, Evolution, PhenomenaAstronomical Observations and Instrumentation

Cited by 102

A deep learning approach to test the small-scale galaxy morphology and its relationship with star formation activity in hydrodynamical simulations

Zanisi, L., Huertas-Company, M., Lanusse, F., Bottrell, C., Pillepich, A., Nelson, D., Rodriguez-Gomez, V., Shankar, F., Hernquist, L., Dekel, A., et al. (2021) · Monthly Notices of the Royal Astronomical Society

Galaxies: Formation, Evolution, PhenomenaAstrophysics and Star Formation Studies

Cited by 65

Deep generative models for galaxy image simulations

Lanusse, F., Mandelbaum, R., Ravanbakhsh, S., Li, C.-L., Freeman, P., & Póczos, B. (2021) · Monthly Notices of the Royal Astronomical Society

Galaxies: Formation, Evolution, PhenomenaStellar, planetary, and galactic studies

Cited by 53

Probabilistic mass-mapping with neural score estimation

Remy, B., Lanusse, F., Jeffrey, N., Liu, J., Starck, J.-L., Osato, K., & Schrabback, T. (2023) · Astronomy & Astrophysics

Galaxies: Formation, Evolution, PhenomenaCosmology and Gravitation Theories

Cited by 41