Path integral study of the role of correlation in exchange coupling of spins in double quantum dots and optical lattices
Lei Zhang, Matthew Gilbert, Jesper Pedersen, and John Shumway

TL;DR
This paper presents a Monte Carlo-based path integral method to analyze how electron correlation affects exchange coupling in double quantum dots and optical lattices, providing new insights into the underlying physics.
Contribution
It introduces a simple, black-box Monte Carlo algorithm for studying exchange coupling and correlation effects, mapping the problem to the Hubbard model for better understanding.
Findings
Correlation significantly lowers the effective U at larger separations.
The algorithm offers visualizations of instantons and pair correlation functions.
Exchange and correlation effects renormalize Hubbard model parameters.
Abstract
We explore exchange coupling of a pair of spins in a double dot and in an optical lattice. Our algorithm uses the frequency of exchanges in a bosonic path integral, evaluated with Monte Carlo. This algorithm is simple enough to be a "black box" calculator, yet gives insights into the role of correlation through two-particle probability densities, visualization of instantons, and pair correlation functions. We map the problem to Hubbard model and see that exchange and correlation renormalize the effective parameters, dramatically lowering U at larger separations.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
