114 citations · 119 across the 2 of their papers we have counts for
2 papers
physics.comp-ph2020★ 114 cited
Solving the wave equation with physics-informed deep learning
Ben Moseley, Andrew Markham, Tarje Nissen-Meyer
We investigate the use of Physics-Informed Neural Networks (PINNs) for solving the wave equation. Whilst PINNs have been successfully applied across many physical systems, the wave…
cs.LG2019★ 5 cited
Rk-means: Fast Clustering for Relational Data
Ryan Curtin, Ben Moseley, Hung Q. Ngo +3
Conventional machine learning algorithms cannot be applied until a data matrix is available to process. When the data matrix needs to be obtained from a relational database via a f…