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Laurence Perreault-Levasseur
Laurence Perreault-Levasseur
Assistant Professor, Université de Montréal
Verified email at astro.umontreal.ca
Title
Cited by
Cited by
Year
Overview of the DESI Legacy Imaging Surveys
A Dey, DJ Schlegel, D Lang, R Blum, K Burleigh, X Fan, JR Findlay, ...
arXiv:1804.08657, 2018
12022018
Detection of lensing substructure using ALMA observations of the dusty galaxy SDP. 81
YD Hezaveh, N Dalal, DP Marrone, YY Mao, W Morningstar, D Wen, ...
The Astrophysical Journal 823 (1), 37, 2016
3602016
Fast automated analysis of strong gravitational lenses with convolutional neural networks
YD Hezaveh, LP Levasseur, PJ Marshall
Nature 548 (7669), 555-557, 2017
2862017
Uncertainties in parameters estimated with neural networks: Application to strong gravitational lensing
LP Levasseur, YD Hezaveh, RH Wechsler
The Astrophysical Journal Letters 850 (1), L7, 2017
1592017
A matter bounce by means of ghost condensation
C Lin, RH Brandenberger, LP Levasseur
Journal of Cosmology and Astroparticle Physics 2011 (04), 019, 2011
1372011
Measuring the power spectrum of dark matter substructure using strong gravitational lensing
Y Hezaveh, N Dalal, G Holder, T Kisner, M Kuhlen, LP Levasseur
Journal of Cosmology and Astroparticle Physics 2016 (11), 048, 2016
1122016
Data-driven reconstruction of gravitationally lensed galaxies using recurrent inference machines
WR Morningstar, LP Levasseur, YD Hezaveh, R Blandford, P Marshall, ...
The Astrophysical Journal 883 (1), 14, 2019
742019
Defrosting in an emergent Galileon cosmology
LP Levasseur, R Brandenberger, AC Davis
Physical Review D 84 (10), 103512, 2011
712011
deep21: a deep learning method for 21 cm foreground removal
TL Makinen, L Lancaster, F Villaescusa-Navarro, P Melchior, S Ho, ...
Journal of Cosmology and Astroparticle Physics 2021 (04), 081, 2021
422021
Lagrangian formulation of stochastic inflation: Langevin equations, one-loop corrections and a proposed recursive approach
LP Levasseur
Physical Review D 88 (8), 083537, 2013
332013
HInet: Generating neutral hydrogen from dark matter with neural networks
D Wadekar, F Villaescusa-Navarro, S Ho, L Perreault-Levasseur
The Astrophysical Journal 916 (1), 42, 2021
312021
Recursive stochastic effects in valley hybrid inflation
LP Levasseur, V Vennin, R Brandenberger
Physical Review D 88 (8), 083538, 2013
262013
Analyzing interferometric observations of strong gravitational lenses with recurrent and convolutional neural networks
WR Morningstar, YD Hezaveh, LP Levasseur, RD Blandford, PJ Marshall, ...
arXiv preprint arXiv:1808.00011, 2018
232018
Bayesian neural networks
T Charnock, L Perreault-Levasseur, F Lanusse
Artificial Intelligence for High Energy Physics, 663-713, 2022
212022
Backreaction and stochastic effects in single field inflation
LP Levasseur, E McDonough
Physical Review D 91 (6), 063513, 2015
202015
Cleaning our own dust: simulating and separating galactic dust foregrounds with neural networks
K Aylor, M Haq, L Knox, Y Hezaveh, L Perreault-Levasseur
Monthly Notices of the Royal Astronomical Society 500 (3), 3889-3897, 2021
182021
Analytical study of mode coupling in hybrid inflation
LP Levasseur, G Laporte, R Brandenberger
Physical Review D 82 (12), 123524, 2010
182010
Posterior samples of source galaxies in strong gravitational lenses with score-based priors
A Adam, A Coogan, N Malkin, R Legin, L Perreault-Levasseur, Y Hezaveh, ...
arXiv preprint arXiv:2211.03812, 2022
152022
Sampling-based accuracy testing of posterior estimators for general inference
P Lemos, A Coogan, Y Hezaveh, L Perreault-Levasseur
International Conference on Machine Learning, 19256-19273, 2023
142023
GaMPEN: A Machine-learning Framework for Estimating Bayesian Posteriors of Galaxy Morphological Parameters
A Ghosh, CM Urry, A Rau, L Perreault-Levasseur, M Cranmer, ...
The Astrophysical Journal 935 (2), 138, 2022
112022
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