no code implementations • 9 May 2022 • Zakaria Patel, Ejaaz Merali, Sebastian J. Wetzel
We introduce an unsupervised machine learning method based on Siamese Neural Networks (SNN) to detect phase boundaries.
1 code implementation • 6 Feb 2021 • Zakaria Patel, Markus Rummel
Finding the extremizing input of an approximated model is formulated as the training of an additional neural network with a loss function that minimizes when the extremizing input is achieved.