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Department of Applied Mathematics and Theoretical Physics

Dr Miles Cranmer

Assistant Professor in Data Intensive Science in DAMTP and the IoA, working on AI for scientific discovery.

Research: Google Scholar

Group page: astroautomata.com



[quanta magazine]

 

Publications

Five parameters are all you need (in ΛCDM)
P Montero-Camacho, Y Li, M Cranmer
– Journal of Cosmology and Astroparticle Physics
(2026)
2026,
005
(doi: 10.1088/1475-7516/2026/09/005)
Machine Can Automatically Discover Parametric Functions to Model HEP Data
HF Tsoi, D Rankin, C Caillol, M Cranmer, S Dasu, J Duarte, P Harris, E Lipeles
(2026)
(doi: 10.48550/arxiv.2607.19750)
Walrus: A Cross-Domain Foundation Model for Continuum Dynamics
M McCabe, P Mukhopadhyay, T Marwah, BR-S Blancard, F Rozet, C Diaconu, L Meyer, KWK Wong, H Sotoudeh, A Bietti, I Espejo, R Fear, S Golkar, T Hehir, K Hirashima, G Krawezik, F Lanusse, R Morel, R Ohana, L Parker, M Pettee, J Shen, K Cho, M Cranmer, S Ho
(2026)
(doi: 10.48550/arxiv.2511.15684)
Five parameters are all you need (in $Λ$CDM)
P Montero-Camacho, Y Li, M Cranmer
(2026)
(doi: 10.48550/arxiv.2405.13680)
A hierarchical Bayesian framework for cosmology using Type 1 AGN variability
J Laguna-Miralles, V Belokurov, M Cranmer
(2026)
(doi: 10.48550/arxiv.2606.28501)
Otter Weather: Skillful and Computationally Efficient Medium-Range Weather Forecasting
C Diaconu, J Scholz, A Shysheya, S Markou, P Mukhopadhyay, M Cranmer, RE Turner
(2026)
(doi: 10.48550/arxiv.2606.26421)
(link to publication)
Probabilistic Retrofitting of Learned Simulators
C Diaconu, M Cranmer, RE Turner, T Marwah, P Mukhopadhyay
(2026)
(doi: 10.48550/arxiv.2603.01949)
Gaussian Process Latent Factor Regression for Low-Data, High-Dimensional Output Problems
ET Stevenson, ET Wolf, MT Mak, NJ Mayne, M Cranmer
(2026)
(link to publication)
Emergent Transfer of a Physics Foundation Model from Simulation to Laboratory Turbulence
P Mukhopadhyay, SS Nixon, R Watteaux, M McCabe, A Bietti, K Cho, C Diaconu, IE Morales, D Fouhey, S Golkar, T Hehir, S Ho, J Kovalic, G Krawezik, F Lanusse, T Marwah, R Morel, M Pettee, H Qu, J Shen, H Sotoudeh, SB Dalziel, M Cranmer
(2026)
(doi: 10.48550/arxiv.2606.01470)
CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models
S Riva, C Introini, A Cammi, D Price, A Yermakov, Y Zhao, PM Wyder, J Goldfeder, J Williams, AS Rude, M Tomasetto, J Germany, J Bakarji, G Maierhofer, M Cranmer, JN Kutz
(2026)
(doi: 10.48550/arxiv.2605.15549)
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Research Group

Relativity and Gravitation

Email

mc2473@cam.ac.uk

Room

B2.17

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Research at Cambridge