BANKSY unifies cell typing and tissue domain segmentation for scalable spatial omics data analysis
Talk, NYU Langone Medical Center (virtual), Singapore/New York
Talks and presentations
Transforming Data Across Environments Despite Structural Non-Identifiability
Talk, American Control Conference, 2019, Philedelphia, USA
In this work, we developed a theoretical framework for batch correction in cell-free systems in the presence of parameter (structural) non-identifiability. After formally defining the problem, we develop a set of parameter consistency conditions which guarantee the accuracy of the batch correction methodology despite parameter uncertainty. We also demonstrated it on real genetic circuit behavior in two batches of cell free extracts.