While they weren't card-carrying ornithologists, the Wright brothers studied bird flight extensively and explicitly used it for their designs.

But they concluded that the flapping motion wasn't essential for propulsion, and could more easily be achieved by a propeller.

Though airplane designers probably looked at bird wings for inspiration. Similar to how Deep Mind are looking at the brain.