Arianna W. Rosenbluth

Arianna Wright Rosenbluth (September 15, 1927 – December 28, 2020) was an American physicist who contributed to the development of the Metropolis–Hastings algorithm. She wrote the first full implementation of the Markov chain Monte Carlo method.

Early life and education Arianna Rosenbluth was born in Houston, Texas, on September 15, 1927. She attended university at the Rice Institute, now Rice University, where she received a Bachelor of Science in 1946. During her college days, she fenced competitively and won both the Texas women's championship in foil as well as the Houston men's championship. She qualified for the Olympics, but was unable to compete because the 1944 Summer Olympics were cancelled due to World War II and she could not afford to travel to the 1948 games in London.

Rosenbluth obtained her Master of Arts from Radcliffe College in 1947 before beginning her PhD in physics at Harvard University under the supervision of Nobel Laureate John Hasbrouck Van Vleck. She completed her thesis, entitled Some Aspects of Paramagnetic Relaxation, in 1949 at the age of 22.

Career After completing her thesis Rosenbluth won an Atomic Energy Commission postdoctoral fellowship to Stanford University which she attended before moving to a staff position at Los Alamos National Laboratory where her research focused on atomic bomb development and statistical mechanics.

Along with Marshall Rosenbluth she verified analytic calculations for the Ivy Mike test using the SEAC at the National Bureau of Standards. Once the MANIAC I had been completed at Los Alamos she collaborated with Nicholas Metropolis, Marshall N. Rosenbluth, Augusta H. Teller, and Edward Teller to develop the first Markov chain Monte Carlo algorithm, in particular the prototypical Metropolis–Hastings algorithm, in the seminal paper Equation of State Calculations by Fast Computing Machines. In close collaboration with her husband Marshall, she developed the implementation of the algorithm for the MANIAC I hardware, making her the first person to ever implement the Markov chain Monte Carlo method.

Over the next few years Rosenbluth and Marshall applied the method to novel studies of statistical mechanical systems, including three-dimensional hard spheres and two-dimensional Lennard-Jones molecules and two and three-dimensional molecular chains.

After the birth of her first child, Rosenbluth left research to focus on raising her family.

Personal life While at Stanford University she met Marshall Rosenbluth and the two married on January 26, 1951. Eventually, she moved to Princeton, New Jersey, before finally settling in the greater Los Angeles area. She kept her married name after the divorce.

Rosenbluth died from complications of COVID-19 in the greater Los Angeles area on December 28, 2020, during the COVID-19 pandemic in California. She was 93.