Not a CE myself, but computer engineers definitely consider physics in their solutions since they have to consider complexity, computational speed, memory restrictions, concurrency etc

Aka they take fundamental theoretical concepts and given the physical constraints we have from the existing computing systems they come up with viable solutions.