August 30, 2021 to September 3, 2021
University of Innsbruck
Europe/Zurich timezone

【11】Neural Network Quantum States

Sep 2, 2021, 11:30 AM
Room A

Room A

Talk Condensed Matter Physics (KOND) Plenary Session


Kenny Choo (University of Zurich)


Neural-Network quantum states (NQS) have been recently proposed as a method to solve challenging interacting quantum problems. During this talk, I will discuss the application of NQS to a variety of problems. First, we consider how NQS can be used to obtain excited states as well ground states within a symmetry sector. Next, building on the tools developed, we apply the NQS approach to frustrated J1-J2 model on the square lattice. Here, we show that deep convolutional NQS can achieve results that are competitive with other state of the art variational methods developed in the past decade. Finally, we present results on the use of NQS for quantum chemistry.

Primary author

Kenny Choo (University of Zurich)

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