Publications
Selected peer-reviewed work in cosmology and machine learning
Papers I contributed to, in reverse chronological order. The full list is on Google Scholar.
Full-sky Models of Galactic Microwave Emission and Polarization at Sub-arcminute Scales for the Python Sky Model
The Pan-Experiment Galactic Science Group.
submitted to ApJ, (2025)
Abstract · PDF
FAIR Universe HiggsML Uncertainty Challenge Competition
Bhimji et al.
NeurIPS, (2024)
Abstract · PDF
A generative model for Galactic dust emission using variational inference
Thorne et al.
MNRAS, 2, 504:2603–2613, (2021)
Journal · PDF
The Python Sky Model 3 Software
Zonca et al.
JOSS, 6, 67, (2021)
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Optimal CMB Lensing Reconstruction and Parameter Estimation with SPTpol Data
Millea et al.
ApJ, 922, 259, (2021)
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The Atacama Cosmology Telescope: DR4 maps and cosmological parameters
Aiola et al.
JCAP, 12, 047, (2020)
Journal · PDF
The Atacama Cosmology Telescope: A Measurement of the Cosmic Microwave Background Power Spectra at 98 and 150 GHz
Choi et al.
JCAP, 12, 045, (2020)
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Deconstructing double-barred galaxies in 2D and 3D. II. Two distinct groups of inner bars
De Lorenzo-Cáceres et al.
MNRAS, 2, 494:1826-1837, (2020)
Journal · PDF
Removal of Galactic foregrounds for the Simons Observatory primordial gravitational wave search
Thorne et al
submitted to Phys Rev D, 2019
Abstract · PDF
The Simons Observatory: Science Goals and Forecasts
The Simons Observatory Collaboration.
JCAP, 02, 056, (2019)
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Finding the chiral gravitational wave background of an axion-SU(2) inflationary model using CMB observations and laser interferometers
Thorne et al.
Phys. Rev. D, 97:043506, (2018)
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The Python Sky Model: Software for simulating the Galactic microwave sky
Thorne et al.
MNRAS, 3, 469:2821-2833, (2017)
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Simulated forecasts for primordial B-mode searches in ground-based experiments
Alonso et al.
Phys. Rev. D, 95:043504, (2017)
Journal · PDF