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Xerus – a C++ Tensor Library
2019-01-14 @ 4:15 pm - 5:45 pm
Speaker: Michael Götte (TU Berlin)
The Xerus library is a general purpose C++11 library for numerical calculations with higher order tensors, Tensor-Train Decompositions / Matrix Product States and general Tensor Networks. Developed in the group of Professor Reinhold Schneider at TU Berlin it is aiming at solving the absence of scalable Tensor libraries. Easy to use Python bindings are present.
The still quite new library is currently used in uncertainty quantification, electronic structure calculations (Schroedinger equation), reinforcement learning and machine learning, computational fluid dynamics (quantized tensor trains), and tensor recovery.
This tools seminar introduces key functionalities of Xerus and gives some illustrative application examples.
See also https://libxerus.org/.