The single-car crash happened about 6:30 p.m. on Academy Road near campus. The car crashed off the road into a wooded area.
The driver was pronounced dead at the scene.
Academy Road between Duke University Road and Cranford Street was closed while officers investigated.
No other details were immediately available.
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