Author

Xiao-Wei Ou

2 papers indexed here

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Review Sep 2026

From starlight to dark matter: a stochastic interpolation approach to map dark matter from stellar density

The dark matter halo profile in galaxies holds key information about the nature of dark matter and galaxy formation. Constraining the dark matter profile of galaxies beyond the Milky Way traditionally requires expensive spectroscopic observations for kinematic information. In this paper, we explore a conditional genera...

Xiao-Wei Ou, L. Necib, C. Cuesta-Lázaro et al. · 0 citations

Preprint Sep 2026

Neural Network Backflow with Low-Rank Multi-Determinant Updates

Simulating strongly correlated fermions remains a long-standing challenge due to the exponential complexity of the Hilbert space and the intricate sign structure of many-body wavefunctions. We introduce a variational framework centered on a neural network backflow transformation that combines deep learning with variati...

Tian-Shu Huang, Xiao-Wei Ou, V. Ozoliņš · 0 citations