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Leander Thiele
Leander Thiele
Project Assistant Professor, Kavli-IPMU/U-Tokyo
Verified email at ipmu.jp - Homepage
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Year
The camels multifield data set: Learning the universe’s fundamental parameters with artificial intelligence
F Villaescusa-Navarro, S Genel, D Angles-Alcazar, L Thiele, R Dave, ...
The Astrophysical Journal Supplement Series 259 (2), 61, 2022
602022
Disentangling magnification in combined shear-clustering analyses
L Thiele, CAJ Duncan, D Alonso
Monthly Notices of the Royal Astronomical Society 491 (2), 1746-1758, 2020
382020
Accurate analytic model for the weak lensing convergence one-point probability distribution function and its autocovariance
L Thiele, JC Hill, KM Smith
Physical Review D 102 (12), 123545, 2020
302020
The CAMELS project: public data release
F Villaescusa-Navarro, S Genel, D Anglés-Alcázar, LA Perez, ...
The Astrophysical Journal Supplement Series 265 (2), 54, 2023
262023
Massive vector fields in Kerr-Newman and Kerr-Sen black hole spacetimes
R Cayuso, OJC Dias, F Gray, D Kubizňák, A Margalit, JE Santos, ...
Journal of High Energy Physics 2020 (4), 1-26, 2020
222020
Can small-scale baryon inhomogeneities resolve the Hubble tension? An investigation with ACT DR4
L Thiele, Y Guan, JC Hill, A Kosowsky, DN Spergel
Physical Review D 104 (6), 063535, 2021
212021
Teaching Neural Networks to Generate Fast Sunyaev–Zel’dovich Maps
L Thiele, F Villaescusa-Navarro, DN Spergel, D Nelson, A Pillepich
The Astrophysical Journal 902 (2), 129, 2020
202020
Multifield cosmology with artificial intelligence
F Villaescusa-Navarro, D Anglés-Alcázar, S Genel, DN Spergel, Y Li, ...
arXiv preprint arXiv:2109.09747, 2021
172021
Accurate analytic model for the thermal Sunyaev-Zel’dovich one-point probability distribution function
L Thiele, JC Hill, KM Smith
Physical Review D 99 (10), 103511, 2019
172019
Augmenting astrophysical scaling relations with machine learning: Application to reducing the Sunyaev–Zeldovich flux–mass scatter
D Wadekar, L Thiele, F Villaescusa-Navarro, JC Hill, M Cranmer, ...
Proceedings of the National Academy of Sciences 120 (12), e2202074120, 2023
132023
The SZ flux-mass (YM) relation at low-halo masses: improvements with symbolic regression and strong constraints on baryonic feedback
D Wadekar, L Thiele, JC Hill, S Pandey, F Villaescusa-Navarro, ...
Monthly Notices of the Royal Astronomical Society 522 (2), 2628-2643, 2023
122023
Robust marginalization of baryonic effects for cosmological inference at the field level
F Villaescusa-Navarro, S Genel, D Angles-Alcazar, DN Spergel, Y Li, ...
arXiv preprint arXiv:2109.10360, 2021
122021
Principal tensor strikes again: separability of vector equations with torsion
R Cayuso, F Gray, D Kubizňák, A Margalit, RG Souza, L Thiele
Physics Letters B 795, 650-656, 2019
122019
Predicting the impact of feedback on matter clustering with machine learning in CAMELS
AM Delgado, D Anglés-Alcázar, L Thiele, S Pandey, K Lehman, ...
Monthly Notices of the Royal Astronomical Society 526 (4), 5306-5325, 2023
92023
BISOU: a balloon project to measure the CMB spectral distortions
B Maffei, MH Abitbol, N Aghanim, J Aumont, E Battistelli, J Chluba, ...
The Sixteenth Marcel Grossmann Meeting on Recent Developments in Theoretical …, 2023
82023
An exploration of the properties of cluster profiles for the thermal and kinetic Sunyaev–Zel’dovich effects
BKK Lee, WR Coulton, L Thiele, S Ho
Monthly Notices of the Royal Astronomical Society 517 (1), 420-436, 2022
82022
Predicting the thermal Sunyaev–Zel’dovich field using modular and equivariant set-based neural networks
L Thiele, M Cranmer, W Coulton, S Ho, DN Spergel
Machine Learning: Science and Technology 3 (3), 035002, 2022
62022
The effective geometry Monte Carlo algorithm: Applications to molecular communication
F Dinc, L Thiele, BC Akdeniz
Physics Letters A 383 (22), 2594-2603, 2019
62019
Cosmological constraints from the Subaru Hyper Suprime-Cam year 1 shear catalogue lensing convergence probability distribution function
L Thiele, GA Marques, J Liu, M Shirasaki
Physical Review D 108 (12), 123526, 2023
42023
Percent-level constraints on baryonic feedback with spectral distortion measurements
L Thiele, D Wadekar, JC Hill, N Battaglia, J Chluba, ...
Physical Review D 105 (8), 083505, 2022
42022
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