The DOI matches its Crossref record; 137 of the 137 references it cites were found in a registry or an index.
Discovering Mountain Passes via Torchlight: Methods for the Definition of Reaction Coordinates and Pathways in Complex Macromolecular Reactions
Abstract
The long-timescale dynamics of macromolecular systems can be oftentimes viewed as a reaction connecting metastable states of the system. In the past decade, various approaches have been developed to discover the collective motions associated with this dynamics. The corresponding collective variables are used in many applications, e.g., to understand the reaction mechanism, to quantify the system's free energy landscape, to enhance the sampling of the reaction path, and to determine the reaction rate. In this review we focus on a number of key developments in this field, providing an overview of several methods along with their relative regimes of applicability.
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“methods such as diffusion maps 9,77-79 try to link geometric data to the characteristic time scale of the system's motion.”
From Unsupervised machine learning in atomistic simulations, between predictions and understanding (2019) · cites this paper as [9]
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Cites
The Elements of Statistical Learning
Hastie, T., Tibshirani, R., & Friedman, J. (2009) · Springer Series in Statistics · doi:10.1007/978-0-387-84858-7 · Cited by 25,970
The Elements of Statistical Learning
Hastie, T., Friedman, J., & Tibshirani, R. (2001) · Springer Series in Statistics · doi:10.1007/978-0-387-21606-5 · Cited by 24,162
Jolliffe, I. T. (2005) · Wiley eBooks · doi:10.1002/0470013192.bsa501 · Cited by 14,522
A Global Geometric Framework for Nonlinear Dimensionality Reduction
Tenenbaum, J. B., Silva, V. D., & Langford, J. C. (2000) · Science · doi:10.1126/science.290.5500.2319 · Cited by 13,585
LIII. On lines and planes of closest fit to systems of points in space
Pearson, K. (1901) · The London Edinburgh and Dublin Philosophical Magazine and Journal of Science · doi:10.1080/14786440109462720 · Cited by 12,864
Analysis of a complex of statistical variables into principal components.
Hotelling, H. (1933) · Journal of Educational Psychology · doi:10.1037/h0071325 · Cited by 9,691
Nonlinear Component Analysis as a Kernel Eigenvalue Problem
Schölkopf, B., Smola, A. J., & Müller, K. (1998) · Neural Computation · doi:10.1162/089976698300017467 · Cited by 8,196
Nonphysical sampling distributions in Monte Carlo free-energy estimation: Umbrella sampling
Torrie, G. M., & Valleau, J. P. (1977) · Journal of Computational Physics · doi:10.1016/0021-9991(77)90121-8 · Cited by 6,091
Laio, A., & Parrinello, M. (2002) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.202427399 · Cited by 5,626
Essential dynamics of proteins
Amadei, A., Linssen, A. B. M., & Berendsen, H. J. C. (1993) · Proteins Structure Function and Bioinformatics · doi:10.1002/prot.340170408 · Cited by 3,487
Research works printed but not linked: 4
- Williams IH, 1982, Chem. Phys. Lett., 89, 365
- van Erp TS, 2005, Proc. Natl. Acad. Sci. USA, 205, 157
- Silva V, 2003, Adv. Neural Inf. Process. Syst., 15, 705
- Little AV, 2009, AAAI Fall Symposium, 26
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PLUMED 2: New feathers for an old bird
Tribello, G. A., Bonomi, M., Branduardi, D., Camilloni, C., & Bussi, G. (2013) · Computer Physics Communications · doi:10.1016/j.cpc.2013.09.018 · Cited by 3,427
Comparing molecules and solids across structural and alchemical space
De, S., Bartók, A. P., Csányi, G., & Ceriotti, M. (2016) · Physical Chemistry Chemical Physics · doi:10.1039/c6cp00415f · Cited by 778
Enhancing Important Fluctuations: Rare Events and Metadynamics from a Conceptual Viewpoint
Valsson, Ó., Tiwary, P., & Parrinello, M. (2016) · Annual Review of Physical Chemistry · doi:10.1146/annurev-physchem-040215-112229 · Cited by 646
Modeling and Simulations of Polymers: A Roadmap
Gartner, T. E., & Jayaraman, A. (2019) · Macromolecules · doi:10.1021/acs.macromol.8b01836 · Cited by 576
Metadata
- Authors
- Rohrdanz, M. A., Zheng, W., & Clementi, C.
- Affiliations
- Rice University (US)
- Venue
- Annual Review of Physical Chemistry
- Publisher
- Annual Reviews
- Published
- 2013-04-01
- Volume
- 64
- Issue
- 1
- Pages
- 295-316
- ISSN
- 0066-426X (ISSN-L)
- 1545-1593
- OpenAlex
- W2110497788
- Cited by
- 242
- References
- 137
- Citations by year
- 2026: 6 · 2025: 10 · 2024: 13 · 2023: 17 · 2022: 12 · 2021: 17 · 2020: 15 · 2019: 22 · 2018: 28 · 2017: 54 · 2016: 18 · 2015: 13 · 2014: 12 · 2013: 5
- FWCI
- 1.50
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Annual Review of Physical Chemistry (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Science Foundation
- Division of Chemistry
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Structure and Dynamics
- Physical Sciences › Chemistry › Physical and Theoretical Chemistry › Advanced Physical and Chemical Molecular Interactions
- Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Drug Discovery › Computational Drug Discovery Methods
- Keywords
- reaction coordinate, reaction pathways, collective variables, metastable states, free energy landscape, enhanced sampling, reaction mechanism, reaction rate, molecular dynamics
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