For research I think it's good to use a mix. You won't get good "unknown unknowns" if all you do is search for facts. Some reading of articles and books is good.
With a physical book I might remember that the equation I'm looking for was near the bottom of a series of equations on the bottom half of a left hand page, and the right hand page had a particular graph, and this was somewhere in the third quarter of the book.
It is then just a matter of quickly fanning through that general region of the book to find it.
With digital I can do a digital search but it is hard to find search terms that don't return a ton of hits all through the book. As I read a digital book I don't get a sense of movement through it that I get from a physical book, so I'm less likely to be able to remember how far into the book what I seek should be.
If you are searching for a specific piece of information - digital all the way.
If you are trying to digest material in a linear fashion, I find a physical book works better for me. Less distractions.