Publications
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 B
(2020)
810,
135798
UV Shadows in EFTs: Accidental Symmetries, Robustness and No-Scale Supergravity
– Fortschritte Der Physik
(2020)
68,
ARTN 2000076
(doi: 10.1002/prop.202000076)
Connecting Dualities and Machine Learning
– Fortschritte Der Physik
(2020)
68,
ARTN 2000022
(doi: 10.1002/prop.202000022)
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