Réfrégier, Alexandre
- Cosmological model discrimination with Deep Learning
2017/07/17 by Jorit Schmelzle, Schmelzle, Jorit, Aurélien Lucchi +11 · 4 citations
Computer Science · Mathematics · Physics and Astronomy · #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Computer and information sciences #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Gaussian Processes and Bayesian Inference #Machine Learning (stat.ML) #Statistical and numerical algorithms
- An Ultra Fast Image Generator (UFig) for wide-field astronomy
2012/09/06 by Bergé, Joel, Gamper, Lukas, Réfrégier, Alexandre +1 · 1 citation
#FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- Cosmological N-body simulations: a challenge for scalable generative\n models
2019/08/15 by Nathanaël Perraudin, Perraudin, Nathanaël, Ankit Srivastava +9 · 1 citation
Computer Science · Physics and Astronomy · #Computational Physics (physics.comp-ph) #Computational Physics and Python Applications #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering