DTB approximates the spatial vector field of an evolution PDE by the span of the derivatives of a deep network, updates the solution directly via linear least squares, and adapts the network occasionally.
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Deep Tangent Bundle (DTB) method: a Deep Neural Network approach to compute solutions of PDES
DTB approximates the spatial vector field of an evolution PDE by the span of the derivatives of a deep network, updates the solution directly via linear least squares, and adapts the network occasionally.