Bello Rivas, Juan Manuel Autor

Tipping points of evolving epidemiological networks: Machine learning-assisted, data-driven effective modeling

  • Evangelou N.
  • Cui T.
  • Bello-Rivas J.M.
  • Makeev A.
  • Kevrekidis I.G.

CHAOS - 1/6/2024

10.1063/5.0187511

Número de citas:

Micro-macro consistency in multiscale modeling: Score-based model assisted sampling of fast/slow dynamical systems

  • Crabtree E.R.
  • Bello-Rivas J.M.
  • Kevrekidis I.G.

CHAOS - 1/5/2024

10.1063/5.0190899

Número de citas: 1 (Web of Science) 1 (Scopus)
Open Access

Data-driven discovery of chemotactic migration of bacteria via coordinate-invariant machine learning

  • Psarellis Y.M.
  • Lee S.
  • Bhattacharjee T.
  • Datta S.S.
  • Bello-Rivas J.M.
  • Kevrekidis I.G.

BMC Bioinformatics - 1/12/2024

10.1186/s12859-024-05929-w

Número de citas:
Open Access

Task-oriented machine learning surrogates for tipping points of agent-based models

  • Fabiani G.
  • Evangelou N.
  • Cui T.
  • Bello-Rivas J.M.
  • Martin-Linares C.P.
  • Siettos C.
  • Kevrekidis I.G.
... Ver más Contraer

Nature Communications - 1/12/2024

10.1038/s41467-024-48024-7

Número de citas: 4 (Scopus)

Gentlest Ascent Dynamics on Manifolds Defined by Adaptively Sampled Point-Clouds

  • Bello-Rivas J.M.
  • Georgiou A.
  • Vandecasteele H.
  • Kevrekidis I.G.

JOURNAL OF PHYSICAL CHEMISTRY B - 15/6/2023

10.1021/acs.jpcb.3c00897

Número de citas: 1 (Scopus)

Locating saddle points using gradient extremals on manifolds adaptively revealed as point clouds

  • Georgiou A.
  • Vandecasteele H.
  • Bello-Rivas J.M.
  • Kevrekidis I.

CHAOS - 1/12/2023

10.1063/5.0178947

Número de citas: 2 (Web of Science)

Learning effective SDEs from Brownian dynamic simulations of colloidal particles

  • Evangelou N.
  • Dietrich F.
  • Bello-Rivas J.M.
  • Yeh A.J.
  • Hendley R.S.
  • Bevan M.A.
  • Kevrekidis I.G.
... Ver más Contraer

Molecular Systems Design and Engineering - 1/1/2023

10.1039/d2me00086e

Número de citas:

GANs AND CLOSURES: MICRO-MACRO CONSISTENCY IN MULTISCALE MODELING

  • Crabtree E.R.
  • Bello-Rivas J.M.
  • Ferguson A.L.
  • Kevrekidis I.G.

MULTISCALE MODELING and SIMULATION - 1/1/2023

10.1137/22m1517834

Número de citas:

Staying the course: iteratively locating equilibria of dynamical systems on Riemannian manifolds defined by point-clouds

  • Bello-Rivas J.M.
  • Georgiou A.
  • Guckenheimer J.
  • Kevrekidis I.G.

JOURNAL OF MATHEMATICAL CHEMISTRY - 1/1/2022

10.1007/s10910-022-01425-9

Número de citas: 2 (Scopus)

Manifold learning for parameter reduction

  • Holiday A.
  • Kooshkbaghi M.
  • Bello-Rivas J.
  • William Gear C.
  • Zagaris A.
  • Kevrekidis I.

JOURNAL OF COMPUTATIONAL PHYSICS - 1/9/2019

10.1016/j.jcp.2019.04.015

Número de citas: 14 (Scopus)

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Scopus: 5

Web of Science: 1

Scopus: 4

Web of Science: 0

Última actualización de los datos: 20/11/24 1:23
Próxima recolección programada: 23/11/24 3:00