Elegir campos a generar del autor Juan Manuel

Datos personales Todos / Ninguno
Correo Electrónico
Artículos Todos / Ninguno
Tipping points of evolving epidemiological networks: Machine learning-assisted, data-driven effective modeling
Micro-macro consistency in multiscale modeling: Score-based model assisted sampling of fast/slow dynamical systems
Task-oriented machine learning surrogates for tipping points of agent-based models
Gentlest Ascent Dynamics on Manifolds Defined by Adaptively Sampled Point-Clouds
Locating saddle points using gradient extremals on manifolds adaptively revealed as point clouds
Learning effective SDEs from Brownian dynamic simulations of colloidal particles
GANs AND CLOSURES: MICRO-MACRO CONSISTENCY IN MULTISCALE MODELING
Staying the course: iteratively locating equilibria of dynamical systems on Riemannian manifolds defined by point-clouds
Manifold learning for parameter reduction
An exploration algorithm for stochastic simulators driven by energy gradients
Calculating iso-committor surfaces as optimal reaction coordinates with milestoning
Simulations of thermodynamics and kinetics on rough energy landscapes with milestoning
A mathematical framework for exact milestoning
Exact milestoning
Métricas del autor Todos / Ninguno
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