Coifman, Ronald R.

Geometric diffusions as a tool for harmonic analysis and structure definition of data: Diffusion maps

Coifman, R. R., Lafon, S., Lee, A. B., Maggioni, M., Nadler, B., Warner, F., & Zucker, S. W. (2005) · Proceedings of the National Academy of Sciences

Topological and Geometric Data AnalysisGeometric Analysis and Curvature Flows

Cited by 1,675

Visualizing structure and transitions in high-dimensional biological data

Moon, K. R., van Dijk, D., Wang, Z., Gigante, S., Burkhardt, D. B., Chen, W. S., Yim, K., Elzen, A. V. D., Hirn, M. J., Coifman, R. R., et al. (2019) · Nature Biotechnology

Single-cell and spatial transcriptomicsTopological and Geometric Data Analysis

Cited by 1,065

Data Fusion and Multicue Data Matching by Diffusion Maps

Lafon, S., Keller, Y., & Coifman, R. R. (2006) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Topological and Geometric Data AnalysisFace and Expression Recognition

Cited by 312

Intrinsic map dynamics exploration for uncharted effective free-energy landscapes

Chiavazzo, E., Covino, R., Coifman, R. R., Gear, C. W., Georgiou, A. S., Hummer, G., & Kevrekidis, I. G. (2017) · Proceedings of the National Academy of Sciences

Protein Structure and DynamicsAdvanced Physical and Chemical Molecular Interactions

Cited by 125

Rapid fluctuations in functional connectivity of cortical networks encode spontaneous behavior

Benisty, H., Barson, D., Moberly, A. H., Lohani, S., Tang, L., Coifman, R. R., Crair, M. C., Mishne, G., Cardin, J. A., & Higley, M. J. (2024) · Nature Neuroscience

Functional Brain Connectivity StudiesNeural dynamics and brain function

Cited by 65