pyMOR - Reduced Order Modeling with Python Article Swipe

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Python (programming language) Computer science Solver Programming language Software Reduction (mathematics) Hierarchy Theoretical computer science Discretization Artificial intelligence Computational science Mathematics Geometry Market economy Mathematical analysis Economics

Linus Balicki , René Fritze , Petar Mlinarić , Stephan Rave , Jens Saak , Felix Schindler ·

YOU? · · 2022 · Open Access · · DOI: https://doi.org/10.11128/arep.17.a17149 · OA: W4285507362

pyMOR is a free and open source software library for writing model order reduction applications with the Python programming language.Implemented algorithms include both Reduced Basis and system-theoretic reduction methods, as well as non-intrusive approaches such as approximation with artificial neural networks.All these algorithms can be easily integrated with external high-performance PDE solver packages.In this poster contribution we give a brief overview on the design of pyMOR.Further, we will present in more details two main features of the upcoming 2022.1 release: 1. a new and unified model hierarchy, 2. new discretization routines to create these models from common analytical problem definitions using different PDE solver backends.