Not directly management books. I work in an R&D lab myself and two books I found useful in thinking about the structure and evaluation of projects:
https://www.goodreads.com/book/show/11797471-the-idea-factor...
https://www.goodreads.com/book/show/530415.The_Art_of_Doing_...