2021-07
Equivariant Networks for Pixelized Spheres
2021-05
Recovering the wedge modes lost to 21-cm foregrounds
Monthly Notices of the Royal Astronomical Society
(2021-05-25)
academic.oup.comPDF[Also on arXiv: Cosmology and Nongalactic Astrophysics (2021-05-25)]Deep generative models for galaxy image simulations
Deep generative models for galaxy image simulations
2020-07
Universal Equivariant Multilayer Perceptrons
2020-06
Equivariant Maps for Hierarchical Structures.
2020-01
Designing networks to accurately learn 2D turbulence closures
Equivariant Networks for Hierarchical Structures
2019-10
LRP2020: Machine Learning Advantages in Canadian Astrophysics
Low-Dimensional Perturb-and-MAP Approach for Learning Restricted Boltzmann Machines
2019-09
Equivariant Entity-Relationship Networks
2019-07
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