LaPaz took leave from Ohio State to the New Mexico Proving Ground during World War II where he was a Research Mathematician, and later as Technical Director, Operations Analysis Section, Second Air Force.
Between 1945 and 1953 LaPaz was Head of the Department of Mathematics and Astronomy.