Multistep neural networks for data-driven discovery of nonlinear dynamical systems

M Raissi, P Perdikaris, GE Karniadakis - arXiv preprint arXiv:1801.01236, 2018 - arxiv.org
The process of transforming observed data into predictive mathematical models of the
physical world has always been paramount in science and engineering. Although data is …

[PDF][PDF] Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems

M Raissi, P Perdikaris… - arXiv preprint arXiv …, 2018 - researchgate.net
The process of transforming observed data into predictive mathematical models of the
physical world has always been paramount in science and engineering. Although data is …

Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems

M Raissi, P Perdikaris, GE Karniadakis - arXiv e-prints, 2018 - ui.adsabs.harvard.edu
The process of transforming observed data into predictive mathematical models of the
physical world has always been paramount in science and engineering. Although data is …