Author
National Institutes of HealthORCID 0000-0002-5834-2447Unclaimed ORCID profile · follow to get notified of new preprints
3 papers
Recent·Most cited
Lexin Chen, Daniel R. Roe, Ramón Alain Miranda‐Quintana
The paper introduces a new density-based clustering algorithm for molecular dynamics data to improve the identification of metastable states and rare events.
Lexin Chen, Micah Smith, Daniel R. Roe, Ramón Alain Miranda‐Quintana
This paper improves Radial Threshold Clustering by reducing its time complexity to O(N) and making clustering results order-invariant.
Lexin Chen, Daniel R. Roe, Matthew Kochert…·Ramón Alain Miranda‐Quintana
The paper introduces NANI, a deterministic k-means clustering algorithm for molecular dynamics simulations that improves cluster accuracy and reproducibility compared to k-means++.