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Rolf Mahnken
Publication Activity (10 Years)
Years Active: 2015-2021
Publications (10 Years): 2
Top Topics
Evaluation Methods
Associative Memory
Deep Learning
Neural Nets
Top Venues
CoRR
Prod. Eng.
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Publications
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Alexander Henkes
,
Henning Wessels
,
Rolf Mahnken
Physics informed neural networks for continuum micromechanics.
CoRR
(2021)
Alexander Henkes
,
Ismail Caylak
,
Rolf Mahnken
A deep learning driven pseudospectral PCE based FFT homogenization algorithm for complex microstructures.
CoRR
(2021)
Volker Schulze
,
Eckart Uhlmann
,
Rolf Mahnken
,
Andreas Menzel
,
Dirk Biermann
,
Andreas Zabel
,
Patrick Bollig
,
Ivan M. Ivanov
,
Chun Cheng
,
Raphael Holtermann
,
Thorsten Bartel
Evaluation of different approaches for modeling phase transformations in machining simulation.
Prod. Eng.
9 (4) (2015)