Mathematical Sciences Research Institute

Home » Workshop » Schedules » Density functional theory and optimal transportation with Coulomb cost

Density functional theory and optimal transportation with Coulomb cost

Fluid Mechanics, Hamiltonian Dynamics, and Numerical Aspects of Optimal Transportation October 14, 2013 - October 18, 2013

October 17, 2013 (03:30 PM PDT - 04:30 PM PDT)
Speaker(s): Gero Friesecke (TU M√ľnchen)
Location: MSRI: Simons Auditorium
Primary Mathematics Subject Classification No Primary AMS MSC
Secondary Mathematics Subject Classification No Secondary AMS MSC

Abstract Density functional theory (DFT) is a computationally feasible electronic structure model which simplifies full quantum mechanics and for which Walter Kohn received a Nobel prize in 1998. In the semiclassical limit, DFT reduces to a multi-marginal optimal transport problem [1]. Considerable insight into the limit problem had been built up, prior to our work, by physicists (Seidl, Perdew, Levy, Gori-Giorgi, Savin), who essentially developed a considerable amount of optimal transport theory without knowing they were doing optimal transport. The goal of my talk is three-fold (i) to explain the connection DFT--optimal transport and compare physicist's and OT theory approaches, for instance the Gangbo-McCann formula for the optimal map in terms of the Kantorovich potential is arrived at in an intriguingly simple way by physicists (ii) to discuss what is known rigorously about the limit problem, including -- justification of the formal semiclassical limit [1] -- qualitative theory of OT problems with Coulomb cost, including the question whether ''Kantorovich minimizers'' must be ''Monge minimizers'' (yes for 2 particles, open for N particles, no for infinitely many particles) [1,2] -- exactly soluble cases (N=2 with radial density; N=infinity) [1, 2] (iii) to present a natural hierarchy of further approximations of the limit functional related to representability constraints on the pair density which survive in the classical limit [3], and discuss the important (open) problem of characterizing N-representable pair densities
18937?type=thumb Friesecke 1.99 MB application/pdf Download
Video/Audio Files


H.264 Video v1190.m4v 331 MB video/mp4 rtsp://videos.msri.org/data/000/018/644/original/v1190.m4v Download
Quicktime v1190.mov 464 MB video/quicktime rtsp://videos.msri.org/data/000/018/645/original/v1190.mov Download
Buy the DVD

If none of the options work for you, you can always buy the DVD of this lecture. The videos are sold at cost for $20USD (shipping included). Please Click Here to send an email to MSRI to purchase the DVD.

See more of our Streaming videos on our main VMath - Streaming Video page.