In Situ Soil Property Estimation for Autonomous Earthmoving Using Physics-Infused Neural Networks

W. Jacob Wagner, Ahmet Soylemezoglu, Dustin Nottage +1

A novel, learning-based method for in situ estimation of soil properties using a physics-infused neural network (PINN) is presented. The network is trained to produce estimates of…