2 papers
eess.SY2025
A Metropolis-Adjusted Langevin Algorithm for Sampling Jeffreys Prior
Yibo Shi, Braghadeesh Lakshminarayanan, Cristian R. Rojas
Inference and estimation are fundamental in statistics, system identification, and machine learning. When prior knowledge about the system is available, Bayesian analysis provides…
math.NA2025
Efficient Simulation of Singularly Perturbed Systems Using a Stabilized Multirate Explicit Scheme
Yibo Shi, Cristian R. Rojas
Singularly perturbed systems (SPSs) are prevalent in engineering applications, where numerically solving their initial value problems (IVPs) is challenging due to stiffness arising…