Role of stochastic noise and generalization error in the time propagation of neural-network quantum states
Neural-network quantum states (NQS) have been shown to be a suitable variational ansatz to simulate out-of-equilibrium dynamics in two-dimensional systems using time-dependent variational Monte Carlo (t-VMC). In particular, stable and accurate time propagation over long time scales has been observed...
| Main Author: | |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
SciPost
2022-05-01
|
| Series: | SciPost Physics |
| Online Access: | https://scipost.org/SciPostPhys.12.5.165 |