Bacher died on November 18, 2004, at a retirement home in Montecito, California. He was survived by his daughter, Martha Bacher Eaton, and son, Andrew Dow Bacher, a nuclear physicist working at Indiana University, his wife Jean having died on May 28, 1994. His papers are in the California Institute of Technology Archives.