Unfortunately, not at the moment. In browser, the game resolution will always be equal to the browser's viewport size, and in desktop version - to the window size. With the technologies I'm using, changing that is nearly impossible.
I plan to add fullscreen / windowed toggle to the game options though; I can prioritize it for the next month build if it helps.
By the way, what resolution do you have?