Videos

David Ceperley - Introduction to Classical and Quantum Monte Carlo methods for Many-Body systems

Presenter
March 9, 2022
Abstract
Recorded 09 March 2022. David Ceperley of the University of Illinois at Urbana-Champaign presents "Introduction to Classical and Quantum Monte Carlo methods for Many-Body systems" at IPAM's Advancing Quantum Mechanics with Mathematics and Statistics Tutorials. Abstract: Metropolis (Markov Chain) Monte Carlo methods (MCMC) have been used for the past 70 years to “solve” for equilibrium properties of classical many-body systems. At the same time Feynman introduced an imaginary time path integral formalism which allows for solution of the equilibrium calculation of certain quantum systems, namely bosons, bolzmannons, and fermions in 1 dimension. A more specialized algorithm, projector MC, (also known as Diffusion Monte Carlo) can be used to calculate properties single states of fermion systems within a variational approximation. These and other related algorithms will be briefly introduced. Learn more online at: http://www.ipam.ucla.edu/programs/workshops/advancing-quantum-mechanics-with-mathematics-and-statistics-tutorials/?tab=schedule