Juan M. Bello-Rivas

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 15

Top Topics

Dynamical Systems

Mathematical Framework

Gaussian Processes

Top Venues

Multiscale Model. Simul.

J. Comput. Phys.

Publications

Ellis R. Crabtree, Juan M. Bello-Rivas, Ioannis G. Kevrekidis
Micro-Macro Consistency in Multiscale Modeling: Score-Based Model Assisted Sampling of Fast/Slow Dynamical Systems. CoRR (2023)
Gianluca Fabiani, Nikolaos Evangelou, Tianqi Cui, Juan M. Bello-Rivas, Cristina P. Martin-Linares, Constantinos I. Siettos, Ioannis G. Kevrekidis
Tasks Makyth Models: Machine Learning Assisted Surrogates for Tipping Points. CoRR (2023)
Juan M. Bello-Rivas, Anastasia S. Georgiou, Hannes Vandecasteele, Ioannis G. Kevrekidis
Gentlest ascent dynamics on manifolds defined by adaptively sampled point-clouds. CoRR (2023)
Nikolaos Evangelou, Tianqi Cui, Juan M. Bello-Rivas, Alexei Makeev, Ioannis G. Kevrekidis
Tipping Points of Evolving Epidemiological Networks: Machine Learning-Assisted, Data-Driven Effective Modeling. CoRR (2023)
Ellis R. Crabtree, Juan M. Bello-Rivas, Andrew L. Ferguson, Ioannis G. Kevrekidis
GANs and Closures: Micro-Macro Consistency in Multiscale Modeling. Multiscale Model. Simul. 21 (3) (2023)
William T. Redman, Juan M. Bello-Rivas, Maria Fonoberova, Ryan Mohr, Ioannis G. Kevrekidis, Igor Mezic
On Equivalent Optimization of Machine Learning Methods. CoRR (2023)
Nikolaos Evangelou, Felix Dietrich, Juan M. Bello-Rivas, Alex Yeh, Rachel Stein, Michael A. Bevan, Ioannis G. Kevrekidis
Learning Effective SDEs from Brownian Dynamics Simulations of Colloidal Particles. CoRR (2022)
Ellis R. Crabtree, Juan M. Bello-Rivas, Andrew L. Ferguson, Ioannis G. Kevrekidis
GANs and Closures: Micro-Macro Consistency in Multiscale Modeling. CoRR (2022)
Juan M. Bello-Rivas, Anastasia S. Georgiou, John Guckenheimer, Ioannis G. Kevrekidis
Staying the course: Locating equilibria of dynamical systems on Riemannian manifolds defined by point-clouds. CoRR (2022)
Felix Dietrich, Juan M. Bello-Rivas, Ioannis G. Kevrekidis
On the Correspondence between Gaussian Processes and Geometric Harmonics. CoRR (2021)
Alexander Holiday, Mahdi Kooshkbaghi, Juan M. Bello-Rivas, C. William Gear, Antonios Zagaris, Ioannis G. Kevrekidis
Manifold learning for parameter reduction. J. Comput. Phys. 392 (2019)
Ron Elber, Juan M. Bello-Rivas, Piao Ma, Alfredo E. Cardenas, Arman Fathizadeh
Calculating Iso-Committor Surfaces as Optimal Reaction Coordinates with Milestoning. Entropy 19 (5) (2017)
Anastasia S. Georgiou, Juan M. Bello-Rivas, Charles William Gear, Hau-Tieng Wu, Eliodoro Chiavazzo, Ioannis G. Kevrekidis
An Exploration Algorithm for Stochastic Simulators Driven by Energy Gradients. Entropy 19 (7) (2017)
David Aristoff, Juan M. Bello-Rivas, Ron Elber
A Mathematical Framework for Exact Milestoning. Multiscale Model. Simul. 14 (1) (2016)
Juan M. Bello-Rivas, Ron Elber
Simulations of thermodynamics and kinetics on rough energy landscapes with milestoning. J. Comput. Chem. 37 (6) (2016)