Apparatuses, methods and storage medium associated with computerized assist or autonomous driving of vehicles are disclosed herein. Also disclosed are semiconductors treated with these methods, their incorporation into photoelectrochemical cells, and their use in photoelectrochemical water splitting. Two sensor sections are placed over the shunt on the skin and measure real time temperature responses related to CSF movement.