Efficient data-driven multiscale schemes

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Data: Neural network-based multiscale modeling of finite strain magneto-elasticity with relaxed convexity criteria [1]

This collection provides homogenized datasets for magneto-active polymers (MAPs) with stochastic particle distribution and reversible magneto-elastic behavior. The data have been generated by using an in-house finite element ...

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Homogenized data magneto-active polymers

Kalina, Karl Alexander; Gebhart, Philipp; Brummund, Jörg; Linden, Lennart; Sun, WaiChing; Kästner, Markus (Technische Universität Dresden, 2023)

Herein, homogenized datasets for magneto-active polymers (MAPs) with stochastic particle distribution and reversible magneto-elastic behavior are provided. The data have been generated by using an in-house finite element ...