Juan Kuntz

Model Reduction of Genetic-Metabolic Networks via Time Scale Separation

Diego A. Oyarzún, Guy-Bart Stan, Juan Kuntz, 2014 .

Bounding Stationary Averages of Polynomial Diffusions via Semidefinite Programming

Mauricio Barahona, Guy-Bart Stan, Juan Kuntz, 2016, SIAM J. Sci. Comput..

The Exit Time Finite State Projection Scheme: Bounding Exit Distributions and Occupation Measures of Continuous-Time Markov Chains

Mauricio Barahona, Philipp Thomas, Guy-Bart Stan, 2018, SIAM J. Sci. Comput..

Approximations of Countably Infinite Linear Programs over Bounded Measure Spaces

Mauricio Barahona, Philipp Thomas, Guy-Bart Stan, 2018, SIAM J. Optim..

The divide-and-conquer sequential Monte Carlo algorithm: theoretical properties and limit theorems

Adam M. Johansen, Juan Kuntz, Francesca R. Crucinio, 2021 .

Product-form estimators: exploiting independence to scale up Monte Carlo

Adam M. Johansen, Juan Kuntz, Francesca R. Crucinio, 2021, Statistics and Computing.

Stationary Distributions of Continuous-Time Markov Chains: A Review of Theory and Truncation-Based Approximations

Mauricio Barahona, Philipp Thomas, Guy-Bart Stan, 2021, SIAM Rev..

Bounding the stationary distributions of the chemical master equation via mathematical programming.

Mauricio Barahona, Philipp Thomas, Guy-Bart Stan, 2017, The Journal of chemical physics.

Non-stationary phase of the MALA algorithm

Juan Kuntz, Michela Ottobre, Andrew M Stuart, 2016, Stochastics and Partial Differential Equations: Analysis and Computations.

Approximation schemes for countably-infinite linear programs with moment bounds

Mauricio Barahona, Philipp Thomas, Guy-Bart Stan, 2018 .