276 citations · 1.4k across the 31 of their papers we have counts for
6 papers · 1 filter
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…
Real-Time Dynamics at Large
Scott Lawrence
The large- limit of -symmetric bosonic field theories, or -symmetric fermionic field theories, is amenable to a saddle point approximation. As a result, there is a f…
Bootstrapping Lattice Vacua
Scott Lawrence
This paper demonstrates the application of semidefinite programming to lattice field theories, showcasing spin chains and lattice scalar field theory. Requiring expectation values…
Resurrecting the Strong KSS Conjecture
Scott Lawrence
Many counterexamples to the proposed KSS bound depend on constructing systems with large numbers of species. As a result, the entropy density grows large…
Quantum algorithms for transport coefficients in gauge theories
Thomas D. Cohen, Henry Lamm, Scott Lawrence +1
In the future, ab initio quantum simulations of heavy ion collisions may become possible with large-scale fault-tolerant quantum computers. We propose a quantum algorithm for study…
Normalizing Flows and the Real-Time Sign Problem
Scott Lawrence, Yukari Yamauchi
Normalizing flows have recently been applied to the problem of accelerating Markov chains in lattice field theory. We propose a generalization of normalizing flows that allows them…