xval: A continuous number encoding for large language models S Golkar, M Pettee, M Eickenberg, A Bietti, M Cranmer, G Krawezik, ... arXiv preprint arXiv:2310.02989, 2023 | 15 | 2023 |
Multiple physics pretraining for physical surrogate models M McCabe, BRS Blancard, LH Parker, R Ohana, M Cranmer, A Bietti, ... arXiv preprint arXiv:2310.02994, 2023 | 15 | 2023 |
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 | 10* | 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, stae1450, 2024 | 7* | 2024 |
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 | 6* | 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 | 4 | 2024 |
Neural collapse in the intermediate hidden layers of classification neural networks L Parker, E Onal, A Stengel, J Intrater arXiv preprint arXiv:2308.02760, 2023 | 4 | 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 | 2 | 2024 |
Recovering Galaxy Cluster Convergence from Lensed CMB with Generative Adversarial Networks L Parker, D Han, P Lemos, S Ho arXiv preprint arXiv:2211.08990, 2022 | 2 | 2022 |
Contextual Counting: A Mechanistic Study of Transformers on a Quantitative Task S Golkar, A Bietti, M Pettee, M Eickenberg, M Cranmer, K Hirashima, ... arXiv preprint arXiv:2406.02585, 2024 | | 2024 |
{\sc SimBIG}: Cosmological Constraints using Simulation-Based Inference of Galaxy Clustering with Marked Power Spectra E Massara, CH Hahn, M Eickenberg, S Ho, J Hou, P Lemos, C Modi, ... arXiv preprint arXiv:2404.04228, 2024 | | 2024 |
${\rm S {\scriptsize IM} BIG} $: The First Cosmological Constraints from Non-Gaussian and Non-Linear Galaxy Clustering CH Hahn, P Lemos, L Parker, BRS Blancard, M Eickenberg, S Ho, J Hou, ... arXiv preprint arXiv:2310.15246, 2023 | | 2023 |