Juan M. Bello-Rivas

According to our database, Juan M. Bello-Rivas authored at least 14 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2023

GANs and Closures: Micro-Macro Consistency in Multiscale Modeling.

Ellis R. Crabtree, Juan M. Bello-Rivas, Andrew L. Ferguson, Ioannis G. Kevrekidis

Multiscale Model. Simul., September, 2023

Micro-Macro Consistency in Multiscale Modeling: Score-Based Model Assisted Sampling of Fast/Slow Dynamical Systems.

Ellis R. Crabtree, Juan M. Bello-Rivas, Ioannis G. Kevrekidis

CoRR, 2023

Tipping Points of Evolving Epidemiological Networks: Machine Learning-Assisted, Data-Driven Effective Modeling.

Nikolaos Evangelou, Tianqi Cui, Juan M. Bello-Rivas, Alexei Makeev, Ioannis G. Kevrekidis

CoRR, 2023

Tasks Makyth Models: Machine Learning Assisted Surrogates for Tipping Points.

Gianluca Fabiani, Nikolaos Evangelou, Tianqi Cui, Juan M. Bello-Rivas, Cristina P. Martin-Linares, Constantinos I. Siettos, Ioannis G. Kevrekidis

CoRR, 2023

On Equivalent Optimization of Machine Learning Methods.

William T. Redman, Juan M. Bello-Rivas, Maria Fonoberova, Ryan Mohr, Ioannis G. Kevrekidis, Igor Mezic

CoRR, 2023

Gentlest ascent dynamics on manifolds defined by adaptively sampled point-clouds.

Juan M. Bello-Rivas, Anastasia S. Georgiou, Hannes Vandecasteele, Ioannis G. Kevrekidis

CoRR, 2023

2022

Learning Effective SDEs from Brownian Dynamics Simulations of Colloidal Particles.

Nikolaos Evangelou, Felix Dietrich, Juan M. Bello-Rivas, Alex Yeh, Rachel Stein, Michael A. Bevan, Ioannis G. Kevrekidis

CoRR, 2022

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

Juan M. Bello-Rivas, Anastasia S. Georgiou, John Guckenheimer, Ioannis G. Kevrekidis

CoRR, 2022

2021

On the Correspondence between Gaussian Processes and Geometric Harmonics.

Felix Dietrich, Juan M. Bello-Rivas, Ioannis G. Kevrekidis

CoRR, 2021

2019

Manifold learning for parameter reduction.

Alexander Holiday, Mahdi Kooshkbaghi, Juan M. Bello-Rivas, C. William Gear, Antonios Zagaris, Ioannis G. Kevrekidis

J. Comput. Phys., 2019

2017

An Exploration Algorithm for Stochastic Simulators Driven by Energy Gradients.

Anastasia S. Georgiou, Juan M. Bello-Rivas, Charles William Gear, Hau-Tieng Wu, Eliodoro Chiavazzo, Ioannis G. Kevrekidis

Entropy, 2017

Calculating Iso-Committor Surfaces as Optimal Reaction Coordinates with Milestoning.

Ron Elber, Juan M. Bello-Rivas, Piao Ma, Alfredo E. Cardenas, Arman Fathizadeh

Entropy, 2017

2016

A Mathematical Framework for Exact Milestoning.

David Aristoff, Juan M. Bello-Rivas, Ron Elber

Multiscale Model. Simul., 2016

Simulations of thermodynamics and kinetics on rough energy landscapes with milestoning.

Juan M. Bello-Rivas, Ron Elber

J. Comput. Chem., 2016