At the MuSAE Lab we conduct research within the broad topics of human-machine interfaces/interactions (HMIs) and their applications. With expertise in signal processing and machine learning, we develop tools to optimize the human, machine, and interaction aspects of HMIs focusing on multisensory immersive experiences, affective computing, brain-computer interfaces, and neuroergonomics.