most citedPrediction of Aerodynamic Flow Fields Using Convolutional Neural Networks

558 citations · 558 across the 1 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2018

Long-time predictive modeling of nonlinear dynamical systems using neural networks

Shaowu Pan, Karthik Duraisamy

We study the use of feedforward neural networks (FNN) to develop models of nonlinear dynamical systems from data. Emphasis is placed on predictions at long times, with limited data…