Deepsphere: Efficient spherical convolutional neural network with healpix sampling for cosmological applications N Perraudin, M Defferrard, T Kacprzak, R Sgier Astronomy and Computing 27, 130-146, 2019 | 211 | 2019 |

Fast cosmic web simulations with generative adversarial networks AC Rodríguez, T Kacprzak, A Lucchi, A Amara, R Sgier, J Fluri, ... Computational Astrophysics and Cosmology 5 (1), 1-11, 2018 | 149 | 2018 |

Dark energy survey year 3 results: Cosmology with peaks using an emulator approach D Zürcher, J Fluri, R Sgier, T Kacprzak, M Gatti, C Doux, L Whiteway, ... Monthly Notices of the Royal Astronomical Society 511 (2), 2075-2104, 2022 | 68 | 2022 |

Cosmological Forecast for non-Gaussian Statistics in large-scale weak Lensing Surveys D Zürcher, J Fluri, R Sgier, T Kacprzak, A Refregier Journal of Cosmology and Astroparticle Physics 2021 (01), 028, 2021 | 59 | 2021 |

Fast generation of covariance matrices for weak lensing RJ Sgier, A Réfrégier, A Amara, A Nicola Journal of Cosmology and Astroparticle Physics 2019 (01), 044, 2019 | 36 | 2019 |

Weak lensing peak statistics in the era of large scale cosmological surveys J Fluri, T Kacprzak, R Sgier, A Refregier, A Amara Journal of Cosmology and Astroparticle Physics 2018 (10), 051, 2018 | 32 | 2018 |

Deepsphere: towards an equivariant graph-based spherical cnn M Defferrard, N Perraudin, T Kacprzak, R Sgier arXiv preprint arXiv:1904.05146, 2019 | 31 | 2019 |

Effects of baryons on weak lensing peak statistics AJ Weiss, A Schneider, R Sgier, T Kacprzak, A Amara, A Refregier Journal of Cosmology and Astroparticle Physics 2019 (10), 011, 2019 | 30 | 2019 |

Cosmological model discrimination with Deep Learning J Schmelzle, A Lucchi, T Kacprzak, A Amara, R Sgier, A Réfrégier, ... arXiv preprint arXiv:1707.05167, 2017 | 30 | 2017 |

Baryonic effects in the Effective Field Theory of Large-Scale Structure and an analytic recipe for lensing in CMB-S4 DPL Bragança, M Lewandowski, D Sekera, L Senatore, R Sgier Journal of Cosmology and Astroparticle Physics 2021 (10), 074, 2021 | 20 | 2021 |

Monte Carlo control loops for cosmic shear cosmology with DES Year 1 data T Kacprzak, J Herbel, A Nicola, R Sgier, F Tarsitano, C Bruderer, A Amara, ... Physical Review D 101 (8), 082003, 2020 | 18 | 2020 |

Fast lightcones for combined cosmological probes R Sgier, J Fluri, J Herbel, A Réfrégier, A Amara, T Kacprzak, A Nicola Journal of Cosmology and Astroparticle Physics 2021 (02), 047, 2021 | 15 | 2021 |

Predicting cosmological observables with PyCosmo F Tarsitano, U Schmitt, A Refregier, J Fluri, R Sgier, A Nicola, J Herbel, ... Astronomy and Computing 36, 100484, 2021 | 13 | 2021 |

Combined 13× 2-point analysis of the Cosmic Microwave Background and Large-Scale Structure: implications for the S8-tension and neutrino mass constraints R Sgier, C Lorenz, A Refregier, J Fluri, D Zürcher, F Tarsitano arXiv preprint arXiv:2110.03815, 2021 | 11 | 2021 |

Rapid simulations of halo and subhalo clustering P Berner, A Refregier, R Sgier, T Kacprzak, L Tortorelli, P Monaco Journal of Cosmology and Astroparticle Physics 2022 (11), 002, 2022 | 6 | 2022 |

Symbolic implementation of extensions of the PyCosmo Boltzmann solver B Moser, CS Lorenz, U Schmitt, A Refregier, J Fluri, R Sgier, F Tarsitano, ... Astronomy and Computing 40, 100603, 2022 | 6 | 2022 |

Simulated Lightcones for Combined Cosmological Probes R Sgier ETH Zurich, 2021 | 1 | 2021 |

UFalcon: Ultra Fast Lightcone RJ Sgier, A Réfrégier, A Amara, A Nicola, J Fluri, J Herbel, T Kacprzak, ... Astrophysics Source Code Library, ascl: 2407.010, 2024 | | 2024 |

Combined -point analysis of the Cosmic Microwave Background and Large-Scale Structure: implications for the -tension and neutrino mass constraints R Sgier, C Lorenz, A Refregier, J Fluri, D Zürcher, F Tarsitano arXiv preprint arXiv:2110.03815, 2021 | | 2021 |

DeepSphere: Graph-based spherical convolutional neural network for cosmology N Perraudin, M Defferrard, T Kacprzak, R Sgier Astrophysics Source Code Library, ascl: 2006.008, 2020 | | 2020 |