Simulation-based inference used to calibrate ocean model mixing parameters

An arXiv preprint describes a method for tuning the free coefficients in vertical mixing parametrizations of single-column ocean models. Because these coefficients cannot be measured directly, the authors calibrate them against high-fidelity references such as large-eddy simulations using simulation-based inference. The approach is presented as an alternative to existing techniques that yield only point estimates.