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20192022
most citedEfficient Navigation of Colloidal Robots in an Unknown Environment via Deep Reinforcement Learning

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math.DS2022

Learning Effective SDEs from Brownian Dynamics Simulations of Colloidal Particles

Nikolaos Evangelou, Felix Dietrich, Juan M. Bello-Rivas +4

We construct a reduced, data-driven, parameter dependent effective Stochastic Differential Equation (eSDE) for electric-field mediated colloidal crystallization using data obtained…