1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2026
Structure-preserving learning and prediction in optimal control of collective motion
Sofiia Huraka, Vakhtang Putkaradze
Wide-spread adoption of unmanned vehicle technologies requires the ability to predict the motion of the combined vehicle operation from observations. While the general prediction o…
cs.LG2023★ 1 cited
Lie-Poisson Neural Networks (LPNets): Data-Based Computing of Hamiltonian Systems with Symmetries
Christopher Eldred, François Gay-Balmaz, Sofiia Huraka +1
An accurate data-based prediction of the long-term evolution of Hamiltonian systems requires a network that preserves the appropriate structure under each time step. Every Hamilton…