3 papers
cs.LG2026
Geometric and Behavioral Stratification in Transformer Residual Streams
Nelson Guda
Trained transformer models develop privileged bases: coordinate axes whose statistics differ from the rest of the residual stream. But what kind of direction does such a basis sele…
physics.flu-dyn2026
Control-oriented cluster-based reduced-order modelling
Paolo Olivucci, David E. Rival, Richard Semaan
This work addresses the challenge of learning reduced-order models (ROMs) capable of generalizing to unobserved dynamical regimes across unseen control parameters. We introduce the…
physics.flu-dyn2026
The search for the gust-wing interaction "textbook"
Paolo Olivucci, David E. Rival
We address whether complex physical relations can be investigated through the synergy of automated high-volume experiments and the reduction of large datasets to a concise, represe…