4 papers
A Route to Hierarchical Assembly of Colloidal Diamond
Yuan Zhou, Rose K. Cersonsky, Sharon C. Glotzer
Photonic crystals, appealing for their ability to control light, are constructed by periodic regions of different dielectric constants. Yet, the structural holy grail in photonic m…
Improving Sample and Feature Selection with Principal Covariates Regression
Rose K. Cersonsky, Benjamin A. Helfrecht, Edgar A. Engel +1
Selecting the most relevant features and samples out of a large set of candidates is a task that occurs very often in the context of automated data analysis, where it can be used t…
Structure-Property Maps with Kernel Principal Covariates Regression
Benjamin A. Helfrecht, Rose K. Cersonsky, Guillaume Fraux +1
Data analyses based on linear methods constitute the simplest, most robust, and transparent approaches to the automatic processing of large amounts of data for building supervised…
Pressure-Tunable Photonic Band Gaps in an Entropic Colloidal Crystal
Rose K. Cersonsky, Julia Dshemuchadse, James A. Antonaglia +2
Materials adopting the diamond structure possess useful properties in atomic and colloidal systems, and are a popular target for synthesis in colloids where a photonic band gap is…