neural networks

Learning complexity of many-body quantum sign structures through the lens of Boolean Fourier analysis
We study sign structures of the ground states of spin-1/2 magnetic systems using the methods of Boolean Fourier analysis. Previously it …
Ilya Schurov, Anna Kravchenko, Mikhail I. Katsnelson, Andrey A. Bagrov, Tom Westerhout
Cite DOI arXiv
Minimalist PyTorch Example: My First Neural Network
Let’s train the simplest neural network using PyTorch and look inside to understand how it works.
Ilya V. Schurov
Jul 19, 2022 13 min read