1. J. An, J. Lu, L. Ying, Stochastic modified equations for the asynchronous stochastic gradient descent. Inf. Inference 11, iaz030 (2019)
2. A. Arnold, J. Erb. Sharp entropy decay for hypocoercive and non-symmetric Fokker-Planck equations with linear drift. arXiv:1409.5425, (2014)
3. M. Betancourt, The convergence of Markov chain Monte Carlo methods: from the Metropolis method to Hamiltonian Monte Carlo. Ann. Phys. 531(3), 1700214 (2019)
4. T. Breiten, C. Hartmann, U. Sharma. Stochastic gradient descent and fast relaxation to thermodynamic equilibrium: a stochastic control approach. arXiv:2103.05096, (2021)
5. Y. Cao, J. Lu, L. Wang. On explicit $$L^2$$-convergence rate estimate for underdamped Langevin dynamics. arXiv e-prints, page arXiv:1908.04746, (2019)