Search Results for author: Zakaria Patel

Found 2 papers, 1 papers with code

Unsupervised Learning of Rydberg Atom Array Phase Diagram with Siamese Neural Networks

no code implementations9 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.

Extremal learning: extremizing the output of a neural network in regression problems

1 code implementation6 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.

regression

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