2 papers
math.ST2025
Sobol' Matrices For Multi-Output Models With Quantified Uncertainty
Robert A. Milton, Solomon F. Brown
Variance based global sensitivity analysis measures the relevance of inputs to a single output using Sobol' indices. This paper extends the definition in a natural way to multiple…
q-bio.QM2024
Multiple Gaussian process models based global sensitivity analysis and efficient optimization of in vitro mRNA transcription process
Min Tao, Adithya Nair, Ioanna Kalospyrou +5
The in vitro transcription (IVT) process is a critical step in RNA production. To ensure the efficiency of RNA manufacturing, it is essential to optimize and identify its key influ…