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20232026
most citedStacked networks improve physics-informed training: applications to neural networks and deep operator networks

2 citations · 2 across the 3 of their papers we have counts for

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cs.LG2026

From Classification to Regression: Using a Fruitfly to Solve Equations

Shady E. Ahmed, Panos Stinis

We present a novel approach to regression tasks using classification which is motivated by the mechanism used by fruitflies to sense their environment. Specifically, we formulate a…

cs.LG2023★ 2 cited

Stacked networks improve physics-informed training: applications to neural networks and deep operator networks

Amanda A Howard, Sarah H Murphy, Shady E Ahmed +1

Physics-informed neural networks and operator networks have shown promise for effectively solving equations modeling physical systems. However, these networks can be difficult or i…