@article{deeplearningformarkovchainslyapunovfunct,
  title = {Deep Learning for Markov Chains: Lyapunov Functions, Poisson's Equation, and Stationary Distributions},
  author = {Yanlin Qu and Jose Blanchet and Peter Glynn},
  year = {2025},
  eprint = {2508.16737},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2508.16737},
}