2011
Zheng, W; Rohrdanz, M A; Maggioni, Mauro; Clementi, Cecilia
Polymer reversal rate calculated via locally scaled diffusion map Journal Article
In: J. Chem. Phys., no. 134, pp. 144108, 2011.
BibTeX | Tags: diffusion geometry, Machine learning, Manifold Learning, molecular dynamics, stochastic systems
@article{ZRMC:PolymerReversal,
title = {Polymer reversal rate calculated via locally scaled diffusion map},
author = {W Zheng and M A Rohrdanz and Mauro Maggioni and Cecilia Clementi},
year = {2011},
date = {2011-01-01},
journal = {J. Chem. Phys.},
number = {134},
pages = {144108},
keywords = {diffusion geometry, Machine learning, Manifold Learning, molecular dynamics, stochastic systems},
pubstate = {published},
tppubtype = {article}
}
Rohrdanz, M A; Zheng, W; Maggioni, Mauro; Clementi, Cecilia
Determination of reaction coordinates via locally scaled diffusion map Journal Article
In: J. Chem. Phys., no. 134, pp. 124116, 2011.
BibTeX | Tags: diffusion geometry, Machine learning, Manifold Learning, molecular dynamics, stochastic systems
@article{RZMC:ReactionCoordinatesLocalScaling,
title = {Determination of reaction coordinates via locally scaled diffusion map},
author = {M A Rohrdanz and W Zheng and Mauro Maggioni and Cecilia Clementi},
year = {2011},
date = {2011-01-01},
journal = {J. Chem. Phys.},
number = {134},
pages = {124116},
keywords = {diffusion geometry, Machine learning, Manifold Learning, molecular dynamics, stochastic systems},
pubstate = {published},
tppubtype = {article}
}
- Lectures at Summer School at Peking University, July 2017.
- PCMI Lectures, Summer 2016: Lecture 1, Lecture 2, Problems/discussion points
- Google Scholar
- Papers on the ArXiv
- Papers on MathsciNet
- Tutorials on diffusion geometry and multiscale analysis on graphs at the MRA Internet Program at IPAM: Part I and Part II.
- Diffusion Geometries, Diffusion Wavelets and Harmonic Analysis of large data sets, IPAM, Multiscale Geometric Analysis Program, Fall 2004.
- Diffusion Geometries, global and multiscale, IPAM, 2005.