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Faculty of Mathematics

 

Dr Lucas Makinen

Physics-AI Fellow

Publications

Hybrid summary statistics: neural weak lensing inference beyond the power spectrum
TL Makinen, A Heavens, N Porqueres, T Charnock, A Lapel, BD Wandelt
(2024)
(link to publication)
Optimal Neural Summarisation for Full-Field Weak Lensing Cosmological Implicit Inference
D Lanzieri, J Zeghal, TL Makinen, A Boucaud, J-L Starck, F Lanusse
(2024)
(link to publication)
LtU-ILI: An All-in-One Framework for Implicit Inference in Astrophysics and Cosmology
M Ho, DJ Bartlett, N Chartier, C Cuesta-Lazaro, S Ding, A Lapel, P Lemos, CC Lovell, TL Makinen, C Modi, V Pandya, S Pandey, LA Perez, B Wandelt, GL Bryan
– The Open Journal of Astrophysics
(2024)
7,
(doi: 10.33232/001c.120559)
LtU-ILI: An All-in-One Framework for Implicit Inference in Astrophysics and Cosmology
M Ho, DJ Bartlett, N Chartier, C Cuesta-Lazaro, S Ding, A Lapel, P Lemos, CC Lovell, TL Makinen, C Modi, V Pandya, S Pandey, LA Perez, B Wandelt, GL Bryan
(2024)
(link to publication)
Fishnets: Information-Optimal, Scalable Aggregation for Sets and Graphs
TL Makinen, J Alsing, BD Wandelt
(2023)
(link to publication)
Field-level inference of cosmic shear with intrinsic alignments and baryons
N Porqueres, A Heavens, D Mortlock, G Lavaux, TL Makinen
(2023)
(link to publication)
Exoplanet atmosphere evolution: emulation with neural networks
JG Rogers, CJ Muñoz, JE Owen, TL Makinen
– Monthly Notices of the Royal Astronomical Society
(2023)
519,
6028
(doi: 10.1093/mnras/stad089)
The Cosmic Graph: Optimal Information Extraction from Large-Scale Structure using Catalogues
TL Makinen, T Charnock, P Lemos, N Porqueres, AF Heavens, BD Wandelt
– The Open Journal of Astrophysics
(2022)
5,
(doi: 10.21105/astro.2207.05202)
Searching for time-domain anomalies in high energy catalogs
R Martínez-Galarza, TL Makinen
– Observatory Operations: Strategies, Processes, and Systems IX
(2022)
12186,
17
(doi: 10.1117/12.2629504)
The Cosmic Graph: Optimal Information Extraction from Large-Scale Structure using Catalogues
TL Makinen, T Charnock, P Lemos, N Porqueres, A Heavens, BD Wandelt
(2022)
(link to publication)
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Research Group

Relativity and Gravitation

Email

tlm41@cam.ac.uk

Room

B0.30

Study at Cambridge

About the University

Research at Cambridge