| Multiple physics pretraining for spatiotemporal surrogate models M McCabe, B Régaldo-Saint Blancard, L Parker, R Ohana, M Cranmer, ... Advances in Neural Information Processing Systems 37, 119301-119335, 2024 | 135* | 2024 |
| AstroCLIP: A cross-modal foundation model for galaxies L Parker, F Lanusse, S Golkar, L Sarra, M Cranmer, A Bietti, M Eickenberg, ... Monthly Notices of the Royal Astronomical Society 531 (4), 4990–5011, 2024 | 106* | 2024 |
| The well: a large-scale collection of diverse physics simulations for machine learning R Ohana, M McCabe, L Meyer, R Morel, F Agocs, M Beneitez, M Berger, ... Advances in Neural Information Processing Systems 37, 44989-45037, 2024 | 87 | 2024 |
| The RWST, a comprehensive statistical description of the non-Gaussian structures in the ISM E Allys, F Levrier, S Zhang, C Colling, B Regaldo-Saint Blancard, ... Astronomy & Astrophysics 629 (A115), 2019 | 87 | 2019 |
| xVal: A Continuous Number Encoding for Large Language Models S Golkar, M Pettee, M Eickenberg, A Bietti, M Cranmer, G Krawezik, ... Neural Information Processing Systems (NeurIPS) AI for Science Workshop, 2023 | 72 | 2023 |
| Cosmological Information in the Marked Power Spectrum of the Galaxy Field E Massara, F Villaescusa-Navarro, CH Hahn, MM Abidi, M Eickenberg, ... The Astrophysical Journal 951 (1), 70, 2023 | 59 | 2023 |
| Statistical description of dust polarized emission from the diffuse interstellar medium - A RWST approach B Regaldo-Saint Blancard, F Levrier, E Allys, E Bellomi, F Boulanger Astronomy & Astrophysics 642 (A217), 2020 | 57* | 2020 |
| Field-level simulation-based inference of galaxy clustering with convolutional neural networks P Lemos, L Parker, CH Hahn, S Ho, M Eickenberg, J Hou, E Massara, ... Physical Review D 109 (8), 083536, 2024 | 55 | 2024 |
| SimBIG: Mock Challenge for a Forward Modeling Approach to Galaxy Clustering CH Hahn, M Eickenberg, S Ho, J Hou, P Lemos, E Massara, C Modi, ... Journal of Cosmology and Astroparticle Physics 2023 (04), 010, 2023 | 47* | 2023 |
| A new approach for the statistical denoising of Planck interstellar dust polarization data B Regaldo-Saint Blancard, E Allys, F Boulanger, F Levrier, N Jeffrey Astronomy & Astrophysics 649 (L18), 2021 | 38 | 2021 |
| Galaxy clustering analysis with SimBIG and the wavelet scattering transform B Régaldo-Saint Blancard, CH Hahn, S Ho, J Hou, P Lemos, E Massara, ... Physical Review D 109 (8), 083535, 2024 | 36 | 2024 |
| Automatic Detection of Interplanetary Coronal Mass Ejections from In Situ Data: A Deep Learning Approach G Nguyen, N Aunai, D Fontaine, E Le Pennec, J Van den Bossche, ... The Astrophysical Journal 874 (2), 145, 2019 | 34 | 2019 |
| Cosmological constraints from the nonlinear galaxy bispectrum CH Hahn, M Eickenberg, S Ho, J Hou, P Lemos, E Massara, C Modi, ... Physical Review D 109 (8), 083534, 2024 | 33 | 2024 |
| Cosmological constraints from the redshift-space galaxy skew spectra J Hou, AM Dizgah, CH Hahn, M Eickenberg, S Ho, P Lemos, E Massara, ... Physical Review D 109 (10), 103528, 2024 | 32 | 2024 |
| A forward modeling approach to analyzing galaxy clustering with SimBIG C Hahn, M Eickenberg, S Ho, J Hou, P Lemos, E Massara, C Modi, ... Proceedings of the National Academy of Sciences 120 (42), e2218810120, 2023 | 31 | 2023 |
| Wavelet Moments for Cosmological Parameter Estimation M Eickenberg, E Allys, A Moradinezhad Dizgah, P Lemos, E Massara, ... arXiv preprint arXiv:2204.07646, 2022 | 31 | 2022 |
| Cosmological constraints from non-Gaussian and nonlinear galaxy clustering using the SimBIG inference framework CH Hahn, P Lemos, L Parker, B Régaldo-Saint Blancard, M Eickenberg, ... Nature Astronomy 8 (11), 1457-1467, 2024 | 26 | 2024 |
| Single frequency CMB B-mode inference with realistic foregrounds from a single training image N Jeffrey, F Boulanger, BD Wandelt, B Regaldo-Saint Blancard, E Allys, ... Monthly Notices of the Royal Astronomical Society: Letters 510 (1), L1-L6, 2022 | 26 | 2022 |
| Sensitivity analysis of simulation-based inference for galaxy clustering C Modi, S Pandey, M Ho, CH Hahn, B Régaldo-Saint Blancard, B Wandelt Monthly Notices of the Royal Astronomical Society 536 (1), 254-265, 2025 | 23 | 2025 |
| Separation of dust emission from the cosmic infrared background in Herschel observations with wavelet phase harmonics C Auclair, E Allys, F Boulanger, M Béthermin, A Gkogkou, G Lagache, ... Astronomy & Astrophysics 681 (A1), 2023 | 22 | 2023 |
Shirley HoFlatiron Institute, Center for Computational AstrophysicsVerified email at flatironinstitute.org
