Nearest airport is Newport News/Williamsburg Airport which is probably about 20 miles away. Richmond isn’t too far either. If you are on the East Coast corridor, there is an Amtrak station in Williamsburg within walking distance of campus.
I’m sure W&M will provide information on transportation and lodging options.
Good luck. You have good options.