Augusto Gerolin

About Augusto Gerolin

Augusto Gerolin, With an exceptional h-index of 12 and a recent h-index of 12 (since 2020), a distinguished researcher at Vrije Universiteit Amsterdam, specializes in the field of Analysis, Optimal Transport, Density Functional Theory, Quantum Chemistry, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Existence and uniqueness of Monge minimizers for a Multi-marginal Optimal Transport problem with intermolecular interactions cost

Universal diagonal estimates for minimizers of the Levy–Lieb functional

Non-commutative Optimal Transport for semi-definite positive matrices

A non-commutative entropic optimal transport approach to quantum composite systems at positive temperature

Density functionals based on the mathematical structure of the strong‐interaction limit of DFT

The strong-interaction limit of density functional theory

Entropy-regularized 2-Wasserstein distance between Gaussian measures

An optimal transport approach for the Schrödinger bridge problem and convergence of Sinkhorn algorithm

Augusto Gerolin Information

University

Position

Marie Skłodowska-Curie Fellow

Citations(all)

403

Citations(since 2020)

364

Cited By

128

hIndex(all)

12

hIndex(since 2020)

12

i10Index(all)

16

i10Index(since 2020)

15

Email

University Profile Page

Google Scholar

Augusto Gerolin Skills & Research Interests

Analysis

Optimal Transport

Density Functional Theory

Quantum Chemistry

Machine Learning

Top articles of Augusto Gerolin

Existence and uniqueness of Monge minimizers for a Multi-marginal Optimal Transport problem with intermolecular interactions cost

arXiv preprint arXiv:2401.07880

2024/1/15

Augusto Gerolin
Augusto Gerolin

H-Index: 6

Mircea Petrache
Mircea Petrache

H-Index: 8

Universal diagonal estimates for minimizers of the Levy–Lieb functional

Letters in Mathematical Physics

2023/10/7

Augusto Gerolin
Augusto Gerolin

H-Index: 6

Non-commutative Optimal Transport for semi-definite positive matrices

arXiv preprint arXiv:2309.04846

2023/9/9

Augusto Gerolin
Augusto Gerolin

H-Index: 6

A non-commutative entropic optimal transport approach to quantum composite systems at positive temperature

Journal of Functional Analysis

2023/8/15

Augusto Gerolin
Augusto Gerolin

H-Index: 6

Lorenzo Portinale
Lorenzo Portinale

H-Index: 2

Density functionals based on the mathematical structure of the strong‐interaction limit of DFT

2023/3

The strong-interaction limit of density functional theory

2022/12/19

Entropy-regularized 2-Wasserstein distance between Gaussian measures

Information Geometry

2022/7

Anton Mallasto
Anton Mallasto

H-Index: 5

Augusto Gerolin
Augusto Gerolin

H-Index: 6

An optimal transport approach for the Schrödinger bridge problem and convergence of Sinkhorn algorithm

Journal of Scientific Computing

2020/11

Augusto Gerolin
Augusto Gerolin

H-Index: 6

Optimal transport losses and Sinkhorn algorithm with general convex regularization

arXiv preprint arXiv:2007.00976

2020/7/2

Augusto Gerolin
Augusto Gerolin

H-Index: 6

Learning normalizing flows from Entropy-Kantorovich potentials

arXiv preprint arXiv:2006.06033

2020/6/10

Augusto Gerolin
Augusto Gerolin

H-Index: 6

Entropy-Regularized -Wasserstein Distance between Gaussian Measures

arXiv preprint arXiv:2006.03416

2020/6/5

Anton Mallasto
Anton Mallasto

H-Index: 5

Augusto Gerolin
Augusto Gerolin

H-Index: 6

Multi-marginal entropy-transport with repulsive cost

Calculus of Variations and Partial Differential Equations

2020/6

Augusto Gerolin
Augusto Gerolin

H-Index: 6

Tapio Rajala
Tapio Rajala

H-Index: 13

See List of Professors in Augusto Gerolin University(Vrije Universiteit Amsterdam)

Co-Authors

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