CEO Brian Niccol’s goal to restore some of the coffee chain’s former homey feel includes baristas adding upbeat greetings and drawings on takeout cups. But the company just set some limits.

Arnold Mathijssen, a physicist at the University of Pennsylvania, is partial to pour-over coffee, which involves manually ...