Deep learning for Markov chains: Lyapunov functions, Poisson’s equation, and stationary distributions

@article{yanlin2026,
  title        = {{Deep learning for Markov chains: Lyapunov functions, Poisson’s equation, and stationary distributions}},
  author       = {Yanlin Qu et al.},
  journal      = {Queueing Systems},
  year         = {2026},
  doi          = {https://doi.org/https://doi.org/10.1007/s11134-025-09969-8},
}

TY  - JOUR
TI  - Deep learning for Markov chains: Lyapunov functions, Poisson’s equation, and stationary distributions
AU  - al., Yanlin Qu et
JO  - Queueing Systems
PY  - 2026
ER  -

Yanlin Qu et al. (2026). Deep learning for Markov chains: Lyapunov functions, Poisson’s equation, and stationary distributions. *Queueing Systems*. https://doi.org/https://doi.org/10.1007/s11134-025-09969-8

Yanlin Qu et al.. "Deep learning for Markov chains: Lyapunov functions, Poisson’s equation, and stationary distributions." *Queueing Systems* (2026). https://doi.org/https://doi.org/10.1007/s11134-025-09969-8.

Deep learning for Markov chains: Lyapunov functions, Poisson’s equation, and stationary distributions
Yanlin Qu et al. · Queueing Systems · 2026
https://doi.org/https://doi.org/10.1007/s11134-025-09969-8