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Juan M. Bello-Rivas
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2020 – today
- 2024
- [j7]Yorgos M. Psarellis, Seungjoon Lee, Tapomoy Bhattacharjee, Sujit S. Datta, Juan M. Bello-Rivas, Ioannis G. Kevrekidis:
Data-driven discovery of chemotactic migration of bacteria via coordinate-invariant machine learning. BMC Bioinform. 25(1): 337 (2024) - [c1]William T. Redman, Juan M. Bello-Rivas, Maria Fonoberova, Ryan Mohr, Yannis G. Kevrekidis, Igor Mezic:
Identifying Equivalent Training Dynamics. NeurIPS 2024 - 2023
- [j6]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): 1122-1146 (2023) - [i9]Juan M. Bello-Rivas, Anastasia S. Georgiou, Hannes Vandecasteele, Ioannis G. Kevrekidis:
Gentlest ascent dynamics on manifolds defined by adaptively sampled point-clouds. CoRR abs/2302.04426 (2023) - [i8]William T. Redman, Juan M. Bello-Rivas, Maria Fonoberova, Ryan Mohr, Ioannis G. Kevrekidis, Igor Mezic:
On Equivalent Optimization of Machine Learning Methods. CoRR abs/2302.09160 (2023) - [i7]Gianluca Fabiani
Tasks Makyth Models: Machine Learning Assisted Surrogates for Tipping Points. CoRR abs/2309.14334 (2023) - [i6]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 abs/2311.00797 (2023) - [i5]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 abs/2312.05715 (2023) - 2022
- [i4]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 abs/2204.10413 (2022) - [i3]Nikolaos Evangelou, Felix Dietrich, Juan M. Bello-Rivas, Alex Yeh, Rachel Stein, Michael A. Bevan
Learning Effective SDEs from Brownian Dynamics Simulations of Colloidal Particles. CoRR abs/2205.00286 (2022) - [i2]Ellis R. Crabtree, Juan M. Bello-Rivas, Andrew L. Ferguson, Ioannis G. Kevrekidis:
GANs and Closures: Micro-Macro Consistency in Multiscale Modeling. CoRR abs/2208.10715 (2022) - 2021
- [i1]Felix Dietrich, Juan M. Bello-Rivas, Ioannis G. Kevrekidis:
On the Correspondence between Gaussian Processes and Geometric Harmonics. CoRR abs/2110.02296 (2021)
2010 – 2019
- 2019
- [j5]Alexander Holiday, Mahdi Kooshkbaghi
Manifold learning for parameter reduction. J. Comput. Phys. 392: 419-431 (2019) - 2017
- [j4]Ron Elber, Juan M. Bello-Rivas, Piao Ma, Alfredo E. Cardenas
Calculating Iso-Committor Surfaces as Optimal Reaction Coordinates with Milestoning. Entropy 19(5): 219 (2017) - [j3]Anastasia S. Georgiou
An Exploration Algorithm for Stochastic Simulators Driven by Energy Gradients. Entropy 19(7): 294 (2017) - 2016
- [j2]Juan M. Bello-Rivas, Ron Elber:
Simulations of thermodynamics and kinetics on rough energy landscapes with milestoning. J. Comput. Chem. 37(6): 602-613 (2016) - [j1]David Aristoff
A Mathematical Framework for Exact Milestoning. Multiscale Model. Simul. 14(1): 301-322 (2016)
Coauthor Index
aka: Yannis G. Kevrekidis
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