33 citations · 60 across the 7 of their papers we have counts for
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physics.comp-ph2021★ 10 cited
Machine learning structure preserving brackets for forecasting irreversible processes
Kookjin Lee, Nathaniel A. Trask, Panos Stinis
Forecasting of time-series data requires imposition of inductive biases to obtain predictive extrapolation, and recent works have imposed Hamiltonian/Lagrangian form to preserve st…
physics.comp-ph2019★ 33 cited
A spatially adaptive high-order meshless method for fluid-structure interactions
Wei Hu, Nathaniel Trask, Xiaozhe Hu +1
We present a scheme implementing an a posteriori refinement strategy in the context of a high-order meshless method for problems involving point singularities and fluid-solid inter…