Stochastic Physics-Informed Neural Networks on Lie Groups for Learning Underwater Vehicle Dynamics

Evan F. Palmer, Ross L. Hatton, Geoffrey A. Hollinger

Accurate models of underwater vehicle motion are needed for autonomous execution of marine tasks like infrastructure inspection and scientific sampling. However, such motion is cha…