Feature Engineering with Regularity Structures

1 code implementation • 12 Aug 2021 • Ilya Chevyrev, Andris Gerasimovics, Hendrik Weber

We apply these algorithms in several numerical experiments designed to learn solutions to PDEs with a given forcing and boundary data.

Feature Engineering

6-Layer Model for a Structured Description and Categorization of Urban Traffic and Environment

no code implementations • 9 Dec 2020 • Maike Scholtes, Lukas Westhofen, Lara Ruth Turner, Katrin Lotto, Michael Schuldes, Hendrik Weber, Nicolas Wagener, Christian Neurohr, Martin Bollmann, Franziska Körtke, Johannes Hiller, Michael Hoss, Julian Bock, Lutz Eckstein

To define those scenarios and operate in a complex real-world design domain, a structured description of the environment is needed.