2 papers
eess.SY2025
A Kalman Filter Algorithm with Process Noise Covariance Update
Krishan Kumar Gola, Shaunak Sen
Stochastic models in biomolecular contexts can have a state-dependent process noise covariance. The choice of the process noise covariance is an important parameter in the design o…
q-bio.QM2017
A Kalman Filter Approach for Biomolecular Systems with Noise Covariance Updating
Abhishek Dey, Kushal Chakrabarti, Krishan Kumar Gola +1
An important part of system modeling is determining parameter values, particularly for biomolecular systems, where direct measurements of individual parameters are typically hard.…