De Gea spoke with Telefoot ahead of United's Champions League clash with PSG on Tuesday.
Asked about Solskjaer's impact, De Gea replied: "Everyone feels good with him (Solskjaer).
"He wants us to be on the ground, to be ourselves. That's what we are doing."
United go into the round 16 first-leg match on the back of victory over Fulham.