Multi-marginal optimal transport and probabilistic graphical models

I Haasler, R Singh, Q Zhang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
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 …

Constrained overdamped Langevin dynamics for symmetric multimarginal optimal transportation

A Alfonsi, R Coyaud, V Ehrlacher - Mathematical models and …, 2022 - World Scientific
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 …

Kinetic correlation functionals from the entropic regularization of the strictly correlated electrons problem

A Gerolin, J Grossi, P Gori-Giorgi - Journal of Chemical Theory …, 2019 - ACS Publications
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 …

A sinkhorn-type algorithm for constrained optimal transport

X Tang, H Rahmanian, M Shavlovsky… - arxiv preprint arxiv …, 2024 - arxiv.org
Entropic optimal transport (OT) and the Sinkhorn algorithm have made it practical for
machine learning practitioners to perform the fundamental task of calculating transport …

Variational Embedding for Quantum Many‐Body Problems

L Lin, M Lindsey - Communications on Pure and Applied …, 2022 - Wiley Online Library
Quantum embedding theories are powerful tools for approximately solving large‐scale,
strongly correlated quantum many‐body problems. The main idea of quantum embedding is …

Efficient and exact multimarginal optimal transport with pairwise costs

B Zhou, M Parno - Journal of Scientific Computing, 2024 - Springer
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 …

A global optimization approach for multimarginal optimal transport problems with Coulomb cost

Y Hu, H Chen, X Liu - SIAM Journal on Scientific Computing, 2023 - SIAM
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 …

Grand-canonical optimal transport

S Di Marino, M Lewin, L Nenna - Archive for Rational Mechanics and …, 2025 - Springer
We study a generalization of the multi-marginal optimal transport problem, which has no
fixed number of marginals N and is inspired of statistical mechanics. It consists in optimizing …

Scalable semidefinite programming approach to variational embedding for quantum many-body problems

Y Khoo, M Lindsey - Journal of Computational Physics, 2024 - Elsevier
In quantum embedding theories, a quantum many-body system is divided into localized
clusters of sites which are treated with an accurate 'high-level'theory and glued together self …

[PDF][PDF] An ODE characterisation of multi-marginal optimal transport

L Nenna, B Pass - arxiv preprint arxiv:2212.12492, 2022 - cvgmt.sns.it
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 …