Multi-marginal optimal transport and probabilistic graphical models
We study multi-marginal optimal transport problems from a probabilistic graphical model
perspective. We point out an elegant connection between the two when the underlying cost …
perspective. We point out an elegant connection between the two when the underlying cost …
Constrained overdamped Langevin dynamics for symmetric multimarginal optimal transportation
The Strictly Correlated Electrons (SCE) limit of the Levy–Lieb functional in Density
Functional Theory (DFT) gives rise to a symmetric multi-marginal optimal transport problem …
Functional Theory (DFT) gives rise to a symmetric multi-marginal optimal transport problem …
A global optimization approach for multimarginal optimal transport problems with Coulomb cost
In this work, we construct a novel numerical method for solving the multimarginal optimal
transport problems with Coulomb cost. This type of optimal transport problem arises in …
transport problems with Coulomb cost. This type of optimal transport problem arises in …
Efficient and exact multimarginal optimal transport with pairwise costs
We address the numerical solution to multimarginal optimal transport (MMOT) with pairwise
costs. MMOT, as a natural extension from the classical two-marginal optimal transport, has …
costs. MMOT, as a natural extension from the classical two-marginal optimal transport, has …
Kinetic correlation functionals from the entropic regularization of the strictly correlated electrons problem
In this work, we study the entropic regularization of the strictly correlated electrons formalism,
discussing the implications for density functional theory and establishing a link with earlier …
discussing the implications for density functional theory and establishing a link with earlier …
[PDF][PDF] An ODE characterisation of multi-marginal optimal transport
The purpose of this paper is to introduce a new numerical method to solve multi-marginal
optimal transport problems with pairwise interaction costs. The complexity of multi-marginal …
optimal transport problems with pairwise interaction costs. The complexity of multi-marginal …
Variational Embedding for Quantum Many‐Body Problems
Quantum embedding theories are powerful tools for approximately solving large‐scale,
strongly correlated quantum many‐body problems. The main idea of quantum embedding is …
strongly correlated quantum many‐body problems. The main idea of quantum embedding is …
Sampling-based methods for multi-block optimization problems over transport polytopes
This paper focuses on multi-block optimization problems over transport polytopes, which
underlie various applications including strongly correlated quantum physics and machine …
underlie various applications including strongly correlated quantum physics and machine …
Functional derivative of the zero-point-energy functional from the strong-interaction limit of density-functional theory
We derive an explicit expression for the functional derivative of the subleading term in the
strong interaction limit expansion of the generalized Levy-Lieb functional for the special …
strong interaction limit expansion of the generalized Levy-Lieb functional for the special …
Sampling-Based Approaches for Multimarginal Optimal Transport Problems with Coulomb Cost
The multimarginal optimal transport problem with Coulomb cost arises in quantum physics
and is vital in understanding strongly correlated quantum systems. Its intrinsic curse of …
and is vital in understanding strongly correlated quantum systems. Its intrinsic curse of …