Bello Rivas, Juan Manuel Author

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.
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Nature Communications - 1/12/2024

10.1038/s41467-024-48024-7

Cite count: 4 (Scopus)

A mathematical framework for exact milestoning

  • Aristoff D.
  • Bello-Rivas J.
  • Elber R.

MULTISCALE MODELING and SIMULATION - 1/1/2016

10.1137/15m102157x

Cite count: 15 (Scopus)

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

Cite count:

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.
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Molecular Systems Design and Engineering - 1/1/2023

10.1039/d2me00086e

Cite count:

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

Cite count: 1 (Scopus)

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

Cite count: 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

Cite count: 14 (Scopus)

Simulations of thermodynamics and kinetics on rough energy landscapes with milestoning

  • Bello-Rivas J.
  • Elber R.

JOURNAL OF COMPUTATIONAL CHEMISTRY - 5/3/2016

10.1002/jcc.24039

Cite count: 9 (Scopus)
Open Access

Exact milestoning

  • Bello-Rivas J.
  • Elber R.

JOURNAL OF CHEMICAL PHYSICS - 1/1/2015

10.1063/1.4913399

Cite count: 74 (Scopus)

Calculating iso-committor surfaces as optimal reaction coordinates with milestoning

  • Elber R.
  • Bello-Rivas J.
  • Ma P.
  • Cardenas A.
  • Fathizadeh A.

Entropy - 1/5/2017

10.3390/e19050219

Cite count: 28 (Scopus)

This author has no books, chapters or theses.

This author has no conferences.

This author has no patents.

This author has no reports or other types of publications.

Scopus: 5

Web of Science: 1

Scopus: 4

Web of Science: 0

Last data update: 11/20/24 1:23 AM
Next scheduled update: 11/23/24 3:00 AM