Directed Random Walks on Colored, Periodic Lattices: A Gauge Theoretic Approach
Subhash Mahapatra, Prabwal Phukon, Tapobrata Sarkar

TL;DR
This paper introduces a gauge-theoretic approach to analyze directed, colored, periodic lattices through random walks, providing analytic results and connecting to string theory gauge constructs.
Contribution
It presents a novel method linking gauge theory operator counting to random walks on specialized lattices, expanding analytical tools in this area.
Findings
Analytic solutions for random walks on directed, colored lattices.
Mapping of gauge operator counting to random walk problems.
Illustrative examples demonstrating the approach.
Abstract
We define a random walk problem which admits analytic results, on a class of infinite periodic lattices which are directed and colored. Our approach is motivated from the fact that such lattices arise in string theoretic constructs of certain gauge theories. An operator counting problem in the latter is mapped to a problem in random walks. This is illustrated with several examples.
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.
Taxonomy
TopicsStochastic processes and statistical mechanics · Quantum chaos and dynamical systems · Markov Chains and Monte Carlo Methods
