Poelstra, KlaasBartel, ThorstenSchweizer, Ben2023-12-152023-12-152022-11-17http://hdl.handle.net/2003/4222910.17877/DE290R-24064Data-driven schemes introduced a new perspective in elasticity: While certain physical principles are regarded as invariable, material models for the relation between strain and stress are replaced by data clouds of admissible pairs of these variables. A data-driven approach is of particular interest for plasticity problems, since the material modeling is even more unclear in this field. Unfortunately, so far, data-driven approaches to evolutionary problems are much less understood. We try to contribute in this area and propose an evolutionary data-driven scheme. We present a first analysis of the scheme regarding existence and data convergence. Encouraging numerical tests are also included.enZAMM : journal of applied mathematics and mechanics = Zeitschrift für angewandte Mathematik und Mechanik;103(3)https://creativecommons.org/licenses/by-nc/4.0/510Article