6 citations · 6 across the 2 of their papers we have counts for
3 papers
cs.LG2026
Group-Invariant Statistics Determine Embedding Geometry: Harmonic Analysis of Representations from Bach to the Night Sky
Liam Storan, Andreas Tolias, Nina Miolane
The representations that language models learn for concepts such as months, weekdays, and places display consistent geometric structure: circles and saddle-shaped "Pringle" manifol…
q-bio.NC2025
Understanding and controlling the geometry of memory organization in RNNs
Udith Haputhanthri, Liam Storan, Yiqi Jiang +7
Training recurrent neural networks (RNNs) is a high-dimensional process that requires updating numerous parameters. Therefore, it is often difficult to pinpoint the underlying lear…
physics.flu-dyn2023★ 6 cited
A model for drift velocity mediated scalar eddy diffusivity in homogeneous turbulent flows
Omkar B. Shende, Liam Storan, Ali Mani
Low Stokes number particles at dilute concentrations in turbulent flows can reasonably be approximated as passive scalars. The added presence of a drift velocity due to buoyancy or…