Media

Publications

scikit-matter : A Suite of Generalisable Machine Learning Methods Born out of Chemistry and Materials Science

doi: 10.12688/openreseurope.15789.1

Alexander Goscinski, Victor P. Principe, Guillaume Fraux, Sergei Kliavinek, Benjamin A. Helfrecht, Philip Loche, Michele Ceriotti, Rose K. Cersonsky, Open Research Europe, 2023.
A data-driven interpretation of the stability of organic molecular crystals

doi: 10.1039/D2SC06198H

Rose K. Cersonsky, Maria Pakhnova, Edgar A. Engel, Michele Ceriotti. Chemical Science, 2023.
A Route to Hierarchical Assembly of Colloidal Diamond

doi: 10.1039/D1SM01418H

Yuan Zhou, Rose K. Cersonsky, and Sharon C. Glotzer. Soft Matter, 2022.
Improving sample and feature selection with principal covariates regression

doi: 10.1088/2632-2153/abfe7c

Rose K. Cersonsky, Benjamin A. Helfrecht, Sergei Kliavinek, Edgar A. Engel, and Michele Ceriotti. Machine Learning: Science and Technology, 2021.
The Diversity of Three-Dimensional Photonic Crystals

doi: 10.1038/s41467-021-22809-6

Rose K. Cersonsky, James Antonaglia, Bradley D. Dice, and Sharon C. Glotzer. Nature Communications, 2021.
Structure-property maps with Kernel Principal Covariates Regression

doi: 10.1088/2632-2153/aba9ef

Benjamin A. Helfrecht, Rose K. Cersonsky, Guillaume Fraux, and Michele Ceriotti. Machine Learning: Science and Technology, 2020.
Chemiscope: interactive structure-property explorer for materials and molecules

doi: 10.21105/joss.02117

Guillaume Fraux, Rose K. Cersonsky, and Michele Ceriotti. Journal of Open Source Software, 2020.
Bringing Science Education and Research together to REACT

doi: 10.18260/1-2–35030

Alyssa Travitz, Ayse Muniz, Joanne K. Beckwith, and Rose K. Cersonsky. Proceedings of the American Society for Engineering Education, 2020.
Pressure–Tunable Band Gaps in an Entropic Crystal

doi: 10.1103/PhysRevMaterials.2.125201

Rose K. Cersonsky, Julia Dshemuchadse, James Antonaglia, Greg van Anders, and Sharon C. Glotzer. Physical Review: Materials, 2018.
Relevance of Packing to Colloidal Self-Assembly

doi: 10.1073/pnas.1720139115

Rose K. Cersonsky, Greg van Anders, Paul M. Dodd and Sharon C. Glotzer. Proceedings of the National Academy of Sciences, 2018.
Augmenting Primary and Secondary Education with Polymer Science

doi: 10.1021/acs.jchemed.6b00805

Rose K. Cersonsky, Leanna L. Foster, Taeyong Ahn, Ryan J. Hall, Harry L. van der Laan, and Timothy F. Scott. Journal of Chemical Education, 2017.