Approximating dynamic proximity with a hybrid geometry energy-based kernel for diffusion maps

Author:

Tan Qingzhe1,Duan Mojie12ORCID,Li Minghai1,Han Li3,Huo Shuanghong1ORCID

Affiliation:

1. Gustaf H. Carlson School of Chemistry and Biochemistry, Clark University, 950 Main Street, Worcester, Massachusetts 01610, USA

2. Key Laboratory of Magnetic Resonance in Biological Systems, National Center for Magnetic Resonance in Wuhan, State Key Laboratory of Magnetic Resonance and Atomic and Molecular Physics, Wuhan Institute of Physics and Mathematics, Chinese Academy of Sciences, Wuhan 430071, China

3. Department of Math and Computer Science, Clark University, Worcester, Massachusetts 01610, USA

Funder

National Institutes of Health

National Natural Science Foundation of China

Publisher

AIP Publishing

Subject

Physical and Theoretical Chemistry,General Physics and Astronomy

Reference64 articles.

1. Essential dynamics of proteins

2. Large-amplitude nonlinear motions in proteins

3. Diffusion maps

4. B. Nadler, S. Lafon, R. R. Coifman, and I. G. Kevrekidis, in Advances in Neural Information Processing Systems 18: Proceedings of the 2005 Conference, edited by Y. Weiss, B. Schölkopf, and J. Platt (MIT Press, Cambridge, MA, USA, 2005), Vol. 18, p. 955.

5. Diffusion Maps, Reduction Coordinates, and Low Dimensional Representation of Stochastic Systems

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