262 citations · 414 across the 5 of their papers we have counts for
5 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…
Diamagnetism and density wave order in the pseudogap regime of YBaCuO
Lauren E. Hayward, Andrew J. Achkar, David G. Hawthorn +2
Clear experimental evidence of charge density wave correlations competing with superconducting order in YBCO have thrust their relationship with the pseudogap regime into the spotl…
Angular fluctuations of a multi-component order describe the pseudogap regime of the cuprate superconductors
Lauren E. Hayward, David G. Hawthorn, Roger G. Melko +1
The hole-doped cuprate high temperature superconductors enter the pseudogap regime as their superconducting critical temperature, , falls with decreasing hole density. Experim…