169 citations · 837 across the 31 of their papers we have counts for
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cond-mat.soft2022★ 14 cited
Incorporating Shear into Stochastic Eulerian Lagrangian Methods for Rheological Studies of Complex Fluids and Soft Materials
Paul J. Atzberger
We develop computational methods that incorporate shear into fluctuating hydrodynamics methods. We are motivated by the rheological responses of complex fluids and soft materials.…
math.NA2022
Magnus Exponential Integrators for Stiff Time-Varying Stochastic Systems
Dev Jasuja, P. J. Atzberger
We introduce exponential numerical integration methods for stiff stochastic dynamical systems of the form …
cs.LG2022★ 2 cited
GD-VAEs: Geometric Dynamic Variational Autoencoders for Learning Nonlinear Dynamics and Dimension Reductions
Ryan Lopez, Paul J. Atzberger
We develop data-driven methods incorporating geometric and topological information to learn parsimonious representations of nonlinear dynamics from observations. The approaches lea…