29 citations · 29 across the 4 of their papers we have counts for
4 papers
Quantum states from normalizing flows
Scott Lawrence, Arlee Shelby, Yukari Yamauchi
We introduce an architecture for neural quantum states for many-body quantum-mechanical systems, based on normalizing flows. The use of normalizing flows enables efficient uncorrel…
Contour deformations for non-holomorphic actions
Scott Lawrence, Semeon Valgushev, Jianan Xiao +1
We show how contour deformations may be used to control the sign problem of lattice Monte Carlo calculations with non-holomorphic actions. Such actions arise naturally in quantum m…
Critical lensing and kurtosis near a critical point in the QCD phase diagram in and out-of-equilibrium
Travis Dore, Jamie M. Karthein, Isaac Long +5
In this work, we study the lensing effect of the QCD critical point on hydrodynamic trajectories, and its consequences on the net-proton kurtosis . Including critical behavior…
Normalizing flows for the real-time sign problem
Yukari Yamauchi, Scott Lawrence
We discuss the application of normalizing flows to bosonic lattice field theories with real-time sign problems. A normalizing flow, once it is found for such a lattice field theory…