Disentangling Generative Factors of Physical Fields Using Variational Autoencoders

Christian Jacobsen, Karthik Duraisamy

The ability to extract generative parameters from high-dimensional fields of data in an unsupervised manner is a highly desirable yet unrealized goal in computational physics. This…