skip to content
Home

Faculty of Mathematics

 

Dr Timothy Lucas Maekinen

Physics-AI Fellow

Publications

The Degeneracy Distillery
TL Makinen, DJ Bartlett, N Jeffrey, BD Wandelt
(2026)
(link to publication)
A simulation-based inference of the Milky Way merger history
A Sante, AS Font, D Kawata, TL Makinen, RJJ Grand
– Monthly Notices of the Royal Astronomical Society
(2026)
550,
stag1162
(doi: 10.1093/mnras/stag1162)
Dark Energy Survey Year 3 results: optimized $w$CDM simulation-based inference with weak lensing map-level hybrid statistics
J Williamson, TL Makinen, N Porqueres, N Jeffrey, A Heavens, M Gatti, BD Wandelt, L Whiteway, J Prat, A Alarcon, A Amon, K Bechtol, MR Becker, GM Bernstein, A Campos, AC Rosell, R Chen, A Choi, J DeRose, C Doux, A Drlica-Wagner, K Eckert, S Everett, A Ferté, Z Gong et al.
(2026)
(link to publication)
Introducing sapphire: Towards Hybrid Physics-Informed, Data-Driven Modeling of Galaxy Formation
V Pandya, GL Bryan, TL Makinen, A Gabrielpillai, C Carr, DB Fielding, L Hernquist, M Ho, K Iyer, CK Jespersen, S Koudmani, M Laska, P Lemos, CC Lovell, LA Perez, WF Robinson, RS Somerville, TK Starkenburg, R Stiskalek, B Terrazas, GM Voit
(2026)
(link to publication)
A simulation-based inference of the Milky Way merger history
A Sante, AS Font, D Kawata, TL Makinen, RJJ Grand
(2026)
(link to publication)
Creating halos with autoregressive multistage networks
S Pandey, C Modi, BD Wandelt, DJ Bartlett, AE Bayer, GL Bryan, M Ho, G Lavaux, TL Makinen, F Villaescusa-Navarro
– Physical Review D
(2025)
112,
103503
(doi: 10.1103/vlm2-tm6k)
Optimal neural summarization for full-field weak lensing cosmological implicit inference
D Lanzieri, J Zeghal, TL Makinen, A Boucaud, J-L Starck, F Lanusse
– Astronomy & Astrophysics
(2025)
697,
a162
(doi: 10.1051/0004-6361/202451535)
Hybrid summary statistics: neural weak lensing inference beyond the power spectrum
TL Makinen, A Heavens, N Porqueres, T Charnock, A Lapel, BD Wandelt
– Journal of Cosmology and Astroparticle Physics
(2025)
2025,
095
(doi: 10.1088/1475-7516/2025/01/095)
Hybrid Summary Statistics
TL Makinen, C Sui, BD Wandelt, N Porqueres, A Heavens
(2024)
(link to publication)
CHARM: Creating Halos with Auto-Regressive Multi-stage networks
S Pandey, C Modi, BD Wandelt, DJ Bartlett, AE Bayer, GL Bryan, M Ho, G Lavaux, TL Makinen, F Villaescusa-Navarro
(2024)
(link to publication)
  • 1 of 3
  • >

Research Group

Relativity and Gravitation

Email

tlm41@cam.ac.uk

Room

B0.30

Study at Cambridge

About the University

Research at Cambridge