This is a difficult topic to research, because much of the information surrounding nuclear testing is classified. During the Cold War there was fear of tsunamis produced by the detonation of nuclear bombs on the continental shelf off the East Coast of the US. A nuclear bomb was never detonated on the shelf, however a huge explosion did generate a tsunami during World War I. Any large disturbance that displaces a large volume of water can be a potential cause of a tsunami.