Accelerating Multilevel Markov Chain Monte Carlo Using Machine Learning Models. - Sohail Reddy; Hillary Fairbanks (CoRR, 2024)

Hierarchical Gaussian Random Fields for Multilevel Markov Chain Monte Carlo: Coupling Stochastic Partial Differential Equation and The Karhunen-Loève Decomposition. - Sohail Reddy (CoRR, 2025)

Characterizing Non-Markovian Dynamics of Open Quantum Systems. - Sohail Reddy (CoRR, 2025)

Learning thermodynamic master equations for open quantum systems. - Peter Sentz; Stanley Nicholson; Yujin Cho; Sohail Reddy; Brendan Keith; Stefanie Günther (CoRR, 2025)