2 papers
cs.LG2026
Learning High Coverage Discriminative Parsimonious Rulesets
Mariamma Antony, Raman Sankaran, Chiranjib Bhattacharyya +1
Learning systems based on IF-THEN rule representations readily offer interpretability, making them a crucial focus in contemporary AI research. A key objective for such rule sets i…
physics.flu-dyn2025
Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit
Junqi Yin, Mijanur Palash, M. Paul Laiu +6
Turbulence plays a crucial role in multiphysics applications, including aerodynamics, fusion, and combustion. Accurately capturing turbulence's multiscale characteristics is essent…