id author title date pages extension mime words sentence flesch summary cache txt z890rr20r8v Elvis A. Eugene Foundations of Molecular-to-Systems Design: Frameworks for Data-Driven Multiscale Process Systems Engineering 2022 .txt text/plain 371 15 18 I briefly discuss how this work provided the impetus for data-driven design of dynamic experiments which sped up membrane characterization experiments. 2. Data-driven design of experiments utilizes nonlinear parameter estimation and leverages time-series data from dynamic experiments to fit differential-algebraic equation models for the system. cache/z890rr20r8v.txt txt/z890rr20r8v.txt