Deep Reinforcement Learning for Online Control of Stochastic Partial Differential Equations

no code implementations • NeurIPS Workshop DLDE 2021 • Erfan Pirmorad, Faraz Khoshbakhtian, Farnam Mansouri, Amir-Massoud Farahmand

In many areas, such as the physical sciences, life sciences, and finance, control approaches are used to achieve a desired goal in complex dynamical systems governed by differential equations.

reinforcement-learning Reinforcement Learning (RL)

A Deep Learning Algorithm for Piecewise Linear Interface Construction (PLIC)

no code implementations • 27 Jul 2021 • Mohammadmehdi Ataei, Erfan Pirmorad, Franco Costa, Sejin Han, Chul B Park, Markus Bussmann

Given the volume fraction and interface normal, the location of a linear interface is uniquely defined.

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