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20172025
most citedFiniteNet: A Fully Convolutional LSTM Network Architecture for Time-Dependent Partial Differential Equations

31 citations · 57 across the 5 of their papers we have counts for

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physics.comp-ph2020

Multi-resolution lattice Green's function method for incompressible flows

Ke Yu, Benedikt Dorschner, Tim Colonius

We propose a multi-resolution strategy that is compatible with the lattice Green's function (LGF) technique for solving viscous, incompressible flows on unbounded domains. The LGF…

physics.comp-ph2020

QBMMlib: A library of quadrature-based moment methods

Spencer H. Bryngelson, Tim Colonius, Rodney O. Fox

QBMMlib is an open source Mathematica package of quadrature-based moment methods and their algorithms. Such methods are commonly used to solve fully-coupled disperse flow and combu…

physics.comp-ph2020

Enhancement of shock-capturing methods via machine learning

Ben Stevens, Tim Colonius

In recent years, machine learning has been used to create data-driven solutions to problems for which an algorithmic solution is intractable, as well as fine-tuning existing algori…

physics.comp-ph201911 cited

A fast multi-resolution lattice Green's function method for elliptic difference equations

Benedikt Dorschner, Ke Yu, Gianmarco Mengaldo +1

We propose a mesh refinement technique for solving elliptic difference equations on unbounded domains based on the fast lattice Green's function (FLGF) method. The FLGF method expl…

physics.comp-ph2019

MFC: An open-source high-order multi-component, multi-phase, and multi-scale compressible flow solver

Spencer H. Bryngelson, Kevin Schmidmayer, Vedran Coralic +3

MFC is an open-source tool for solving multi-component, multi-phase, and bubbly compressible flows. It is capable of efficiently solving a wide range of flows, including droplet at…