6 citations · 6 across the 1 of their papers we have counts for
3 papers
Generative models for sampling of lattice field theories
Matija Medvidovic, Juan Carrasquilla, Lauren E. Hayward +1
We explore a self-learning Markov chain Monte Carlo method based on the Adversarial Non-linear Independent Components Estimation Monte Carlo, which utilizes generative models and a…
Multidimensional super- and subradiance in waveguide quantum electrodynamics
Fatih Dinc, Lauren E. Hayward, Agata M. Brańczyk
We study the collective decay rates of multi-dimensional quantum networks in which one-dimensional waveguides form an intersecting hyper-rectangular lattice, with qubits located at…
Recurrent Neural Network Wave Functions
Mohamed Hibat-Allah, Martin Ganahl, Lauren E. Hayward +2
A core technology that has emerged from the artificial intelligence revolution is the recurrent neural network (RNN). Its unique sequence-based architecture provides a tractable li…