Optimal-transport formulation of electronic density-functional theory
arXiv:1205.4514 · doi:10.1103/PhysRevA.85.062502
Abstract
The most challenging scenario for Kohn-Sham density functional theory, that is when the electrons move relatively slowly trying to avoid each other as much as possible because of their repulsion (strong-interaction limit), is reformulated here as an optimal transport (or mass transportation theory) problem, a well established field of mathematics and economics. In practice, we show that solving the problem of finding the minimum possible internal repulsion energy for electrons in a given density $ρ(\rv)$ is equivalent to find the optimal way of transporting times the density into itself, with cost function given by the Coulomb repulsion. We use this link to put the strong-interaction limit of density functional theory on firm grounds and to discuss the potential practical aspects of this reformulation.
12 pages, 4 figures. Accepted in Physical Review A
References in corpus (3)
Cited by in corpus (55)
- Strong correlation in Kohn-Sham density functional theory
- Smoothing of transport plans with fixed marginals and rigorous semiclassical limit of the Hohenberg-Kohn functional
- Kohn-Sham density functional theory for quantum wires in arbitrary correlation regimes
- Wigner localization in quantum dots from Kohn-Sham density functional theory without symmetry breaking
- The interaction-strength interpolation method for main-group chemistry: benchmarking, limitations, and perspectives
- Towards the Kantorovich dual solution for strictly correlated electrons in atoms and molecules
- Interpolated energy densities, correlation indicators and lower bounds from approximations to the strong coupling limit of DFT
- Strong-interaction limit of an adiabatic connection in Hartree-Fock theory
- The derivative discontinuity in the strong-interaction limit of density functional theory
- Exchange-correlation functionals from the strongly-interacting limit of DFT: Applications to model chemical systems
- N-density representability and the optimal transport limit of the Hohenberg-Kohn functional
- Numerical methods for a Kohn-Sham density functional model based on optimal transport
- Challenging the Lieb-Oxford Bound in a systematic way
- Response potential in the strong-interaction limit of DFT: Analysis and comparison with the coupling-constant average
- On the Complexity of Approximating Multimarginal Optimal Transport
- Augmented potential, energy densities, and virial relations in the weak- and strong-interaction limits of DFT
- Large coupling-strength expansion of the Møller-Plesset adiabatic connection: From paradigmatic cases to variational expressions for the leading terms
- No-go theorem for the description of Mott phenomena with conventional Density Functional Theory methods
- Energy Density Functionals From the Strong-Coupling Limit Applied to the Anions of the He Isoelectronic Series
- Decentralize and Randomize: Faster Algorithm for Wasserstein Barycenters
- Remarks on the semi-classical Hohenberg-Kohn functional
- Local and global interpolations along the adiabatic connection of DFT: A study at different correlation regimes
- Density functional theory for strongly-correlated bosonic and fermionic ultracold dipolar and ionic gases
- Improved Lieb-Oxford bound on the indirect and exchange energies
- Fixed-Support Wasserstein Barycenters: Computational Hardness and Fast Algorithm
- Optimal Transportation Theory with Repulsive Costs
- Hartree potential dependent exchange functional
- Hardness results for Multimarginal Optimal Transport problems
- The adiabatic strictly-correlated-electrons functional: kernel and exact properties
- Equality of the Jellium and Uniform Electron Gas next-order asymptotic terms for Coulomb and Riesz potentials
- Functional Derivative of the Zero Point Energy Functional from the Strong Interaction Limit of Density Functional Theory
- Barycenters for the Hellinger--Kantorovich distance over
- Multi-marginal optimal transport and probabilistic graphical models
- First order expansion in the semiclassical limit of the Levy-Lieb functional
- Understanding polaritonic chemistry from ab initio quantum electrodynamics
- Semidefinite relaxation of multi-marginal optimal transport for strictly correlated electrons in second quantization
- High-fidelity holographic beam shaping with optimal transport and phase diversity
- Sum-rules of the response potential in the strongly-interacting limit of DFT
- Geometry of Kantorovich Polytopes and Support of Optimizers for Repulsive Multi-Marginal Optimal Transport on Finite State Spaces
- Quantum geometry of correlated many-body states
- Conditional Wasserstein Barycenters and Interpolation/Extrapolation of Distributions
- Discrete Wasserstein Barycenters: Optimal Transport for Discrete Data
- Kinetic correlation functionals from the entropic regularisation of the strictly-correlated electrons problem
- A Global Optimization Approach for Multi-Marginal Optimal Transport Problems with Coulomb Cost
- Convergence rate of entropy-regularized multi-marginal optimal transport costs
- Infinite-body optimal transport with Coulomb Cost
- Grand-Canonical Optimal Transport
- Sampling-Based Methods for Multi-Block Optimization Problems over Transport Polytopes
- Pair densities in density functional theory
- From wave-functions to single electron densities
- A Finite Element Configuration Interaction Method for Wigner Localization
- A Fast Proximal Gradient Method and Convergence Analysis for Dynamic Mean Field Planning
- Marginals with finite repulsive cost
- Asymptotics of the Kantorovich Potential for the Optimal Transport with Coulomb Cost
- Uniform approximation of continuous couplings