28 citations · 28 across the 2 of their papers we have counts for
2 papers
cs.LG2024
Neural networks can be FLOP-efficient integrators of 1D oscillatory integrands
Anshuman Sinha, Spencer H. Bryngelson
We demonstrate that neural networks can be FLOP-efficient integrators of one-dimensional oscillatory integrands. We train a feed-forward neural network to compute integrals of high…
physics.flu-dyn2023★ 28 cited
A quantitative comparison of phase-averaged models for bubbly, cavitating flows
Spencer H. Bryngelson, Kevin Schmidmayer, Tim Colonius
We compare the computational performance of two modeling approaches for the flow of dilute cavitation bubbles in a liquid. The first approach is a deterministic model, for which bu…