| 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 | 73 | 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 | 55 | 2023 |
| Multiple Physics Pretraining for Physical Surrogate Models M McCabe, B Régaldo-Saint Blancard, LH Parker, R Ohana, M Cranmer, ... Neural Information Processing Systems (NeurIPS) 2024, 2023 | 47 | 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 | 44 | 2020 |
| 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 | 39 | 2023 |
| 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 | 36* | 2024 |
| 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 | 29 | 2024 |
| 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 | 28 | 2021 |
| 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 | 28 | 2019 |
| 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 | 27* | 2023 |
| Wavelet Moments for Cosmological Parameter Estimation M Eickenberg, E Allys, A Moradinezhad Dizgah, P Lemos, E Massara, ... arXiv preprint arXiv:2204.07646, 2022 | 24 | 2022 |
| 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 | 23 | 2022 |
| 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 | 19 | 2023 |
| 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 | 16* | 2024 |
| Generative Models of Multi-channel Data from a Single Example — Application to Dust Emission B Régaldo-Saint Blancard, E Allys, C Auclair, F Boulanger, M Eickenberg, ... The Astrophysical Journal 943 (1), 9, 2023 | 15 | 2023 |
| 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 | 14* | 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 | 13 | 2024 |
| SimBIG: Field-level Simulation-based Inference of Large-scale Structure P Lemos, L Parker, CH Hahn, S Ho, M Eickenberg, J Hou, E Massara, ... ICML 2023 Workshop: Machine Learning for Astrophysics, 2023 | 12 | 2023 |
| 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 | 11 | 2023 |
| Sensitivity Analysis of Simulation-Based Inference for Galaxy Clustering C Modi, S Pandey, M Ho, CH Hahn, B Régaldo-Saint Blancard, B Wandelt arXiv preprint arXiv:2309.15071, 2023 | 10 | 2023 |
Shirley HoFlatiron Institute, Center for Computational AstrophysicsVerified email at flatironinstitute.org