Brooke E Husic (Brooke Husic)

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 12

Top Topics

Machine Learning

Molecular Dynamics

Top Venues

The Journal of chemical physics

Journal of chemical theory and computation

Chemical reviews

This page only lists publications with an associated author ORCID identifier.

Publications

Aldo Glielmo, Brooke E Husic, Alex Rodriguez, Cecilia Clementi, Frank Noé, Alessandro Laio
Unsupervised Learning Methods for Molecular Simulation Data. Chemical reviews 121 (16) (2021)
Jiang Wang, Nicholas E Charron, Brooke E Husic, Simon Olsson, Frank Noé, Cecilia Clementi
Multi-body effects in a coarse-grained protein force field. The Journal of chemical physics 154 (16) (2021)
Yaoyi Chen, Andreas Krämer, Nicholas E Charron, Brooke E Husic, Cecilia Clementi, Frank Noé
Machine learning implicit solvation for molecular dynamics. The Journal of chemical physics 155 (8) (2021)
Stefan Klus, Brooke E Husic, Mattes Mollenhauer, Frank Noé
Kernel methods for detecting coherent structures in dynamical data. Chaos (Woodbury, N.Y.) 29 (12) (2020)
Brooke E Husic, Nicholas E Charron, Dominik Lemm, Jiang Wang, Adrià Pérez, Maciej Majewski, Andreas Krämer, Yaoyi Chen, Simon Olsson, Gianni de Fabritiis, Frank Noé, Cecilia Clementi
Coarse graining molecular dynamics with graph neural networks. The Journal of chemical physics 153 (19) (2020)
Brooke E Husic, Kristy L Schlueter-Kuck, John O Dabiri
Simultaneous coherent structure coloring facilitates interpretable clustering of scientific data by amplifying dissimilarity. PloS one 14 (3) (2019)
Keri A McKiernan, Brooke E Husic, Vijay S Pande
Modeling the mechanism of CLN025 beta-hairpin formation. The Journal of chemical physics 147 (10) (2018)
Brooke E Husic, Vijay S Pande
Markov State Models: From an Art to a Science. Journal of the American Chemical Society 140 (7) (2018)
Brooke E Husic, Keri A McKiernan, Hannah K Wayment-Steele, Mohammad M Sultan, Vijay S Pande
A Minimum Variance Clustering Approach Produces Robust and Interpretable Coarse-Grained Models. Journal of chemical theory and computation 14 (2) (2018)
Brooke E Husic, Vijay S Pande
Note: MSM lag time cannot be used for variational model selection. The Journal of chemical physics 147 (17) (2018)
Robert T McGibbon, Brooke E Husic, Vijay S Pande
Identification of simple reaction coordinates from complex dynamics. The Journal of chemical physics 146 (4) (2017)
Brooke E Husic, Vijay S Pande
Ward Clustering Improves Cross-Validated Markov State Models of Protein Folding. Journal of chemical theory and computation 13 (3) (2017)