Data-driven reaction coordinate discovery in overdamped and non-conservative systems: application to optical matter structural isomerization

oleh: Shiqi Chen, Curtis W. Peterson, John A. Parker, Stuart A. Rice, Andrew L. Ferguson, Norbert F. Scherer

Format: Article
Diterbitkan: Nature Portfolio 2021-05-01

Deskripsi

Optical matter consisting of nanoparticle constituents in solution is of key interest due to the exhibited self-assembling mechanisms. The authors propose a principal components analysis based data-driven approach to determine the collective modes of colloidal clusters mimicking optical binding used in colloidal self-assembly.