Publications
Learning optimal summary statistics of galaxy catalogs with SBI
– Journal of Cosmology and Astroparticle Physics
(2025)
2025,
032
Spinodal Gravitational Waves
– Journal of High Energy Physics
(2025)
2025,
93
(doi: 10.1007/jhep11(2025)093)
Collective variables of neural networks: empirical time evolution and scaling laws
– Machine Learning Science and Technology
(2025)
6,
035021
(doi: 10.1088/2632-2153/adee76)
Deep observations of the Type IIB flux landscape
– Journal of High Energy Physics
(2025)
2025,
271
(doi: 10.1007/JHEP07(2025)271)
Towards a phenomenological understanding of neural networks: data
– Machine Learning: Science and Technology
(2023)
4,
035040
(doi: 10.1088/2632-2153/acf099)
CYJAX: A package for Calabi-Yau metrics with JAX
– Machine Learning Science and Technology
(2023)
4,
025031
(doi: 10.1088/2632-2153/acdc84)
A duality connecting neural network and cosmological dynamics
– Machine Learning: Science and Technology
(2022)
3,
035011
(doi: 10.1088/2632-2153/ac87e9)
Detecting symmetries with neural networks
– Machine Learning: Science and Technology
(2020)
2,
015010
(doi: 10.1088/2632-2153/abbd2d)
GANs for generating EFT models
– Physics Letters Section B Nuclear Elementary Particle and High Energy Physics
(2020)
810,
135798
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