Paper: Quantum Many-Body Dynamics in Two Dimensions with Artificial Neural Networks_拉斯维加斯赌城

Theoretische Physik III
2020-09-02T15:46:28+00:00
Universit?t Augsburg

The efficient numerical simulation of nonequilibrium real-time evolution in isolated quantum matter constitutes a key challenge for current computational methods. This holds in particular in the regime of two spatial dimensions, whose experimental exploration is currently pursued with strong efforts in quantum simulators. In this work we present a versatile and efficient machine learning inspired approach based on a recently introduced artificial neural network encoding of quantum many-body wave functions.