Physics-AI Fellow
Publications
LtU-ILI: An All-in-One Framework for Implicit Inference in Astrophysics and Cosmology
(2024)
Fishnets: Information-Optimal, Scalable Aggregation for Sets and Graphs
(2023)
Field-level inference of cosmic shear with intrinsic alignments and baryons
(2023)
Exoplanet atmosphere evolution: emulation with neural networks
– 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
– The Open Journal of Astrophysics
(2022)
5,
(doi: 10.21105/astro.2207.05202)
Searching for time-domain anomalies in high energy catalogs
– Proceedings of SPIE--the International Society for Optical Engineering
(2022)
12186,
17
(doi: 10.1117/12.2629504)
The Cosmic Graph: Optimal Information Extraction from Large-Scale Structure using Catalogues
(2022)
Lossless, scalable implicit likelihood inference for cosmological fields
– Journal of Cosmology and Astroparticle Physics
(2021)
2021,
049
Lossless, Scalable Implicit Likelihood Inference for Cosmological Fields
(2021)
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