16 citations · 27 across the 3 of their papers we have counts for
3 papers
Automated Translation and Accelerated Solving of Differential Equations on Multiple GPU Platforms
Utkarsh Utkarsh, Valentin Churavy, Yingbo Ma +8
We demonstrate a high-performance vendor-agnostic method for massively parallel solving of ensembles of ordinary differential equations (ODEs) and stochastic differential equations…
Reachability of Black-Box Nonlinear Systems after Koopman Operator Linearization
Stanley Bak, Sergiy Bogomolov, Parasara Sridhar Duggirala +2
Reachability analysis of nonlinear dynamical systems is a challenging and computationally expensive task. Computing the reachable states for linear systems, in contrast, can often…
The Koopman Expectation: An Operator Theoretic Method for Efficient Analysis and Optimization of Uncertain Hybrid Dynamical Systems
Adam R. Gerlach, Andrew Leonard, Jonathan Rogers +1
For dynamical systems involving decision making, the success of the system greatly depends on its ability to make good decisions with incomplete and uncertain information. By lever…