[HTML][HTML] Encoding and selecting coarse-grain mapping operators with hierarchical graphs
Coarse-grained (CG) molecular dynamics (MD) can simulate systems inaccessible to fine-
grained (FG) MD simulations. A CG simulation decreases the degrees of freedom by …
grained (FG) MD simulations. A CG simulation decreases the degrees of freedom by …
K-Means Clustering Coarse-Graining (KMC-CG): A Next Generation Methodology for Determining Optimal Coarse-Grained Mappings of Large Biomolecules
Coarse-grained (CG) molecular dynamics (MD) has become a method of choice for
simulating various large scale biomolecular processes; therefore, the systematic definition of …
simulating various large scale biomolecular processes; therefore, the systematic definition of …
Graph-based approach to systematic molecular coarse-graining
MA Webb, JY Delannoy… - Journal of chemical theory …, 2018 - ACS Publications
A novel methodology is introduced here to generate coarse-grained (CG) representations of
molecular models for simulations. The proposed strategy relies on basic graph-theoretic …
molecular models for simulations. The proposed strategy relies on basic graph-theoretic …
[HTML][HTML] Coarse-graining involving virtual sites: Centers of symmetry coarse-graining
Coarse-grained (CG) models allow efficient molecular simulation by reducing the degrees of
freedom in the system. To recapitulate important physical properties, including many-body …
freedom in the system. To recapitulate important physical properties, including many-body …
Highly scalable and memory efficient ultra-coarse-grained molecular dynamics simulations
JMA Grime, GA Voth - Journal of chemical theory and computation, 2014 - ACS Publications
The use of coarse-grained (CG) models can significantly increase the time and length scales
accessible to computational molecular dynamics (MD) simulations. To address very large …
accessible to computational molecular dynamics (MD) simulations. To address very large …
Statistically optimal force aggregation for coarse-graining molecular dynamics
Machine-learned coarse-grained (CG) models have the potential for simulating large
molecular complexes beyond what is possible with atomistic molecular dynamics. However …
molecular complexes beyond what is possible with atomistic molecular dynamics. However …
Benchmark of schemes for multiscale molecular dynamics simulations
In multiscale molecular dynamics simulations the accuracy of detailed models is combined
with the efficiency of a reduced representation. For several applications namely those of …
with the efficiency of a reduced representation. For several applications namely those of …
A systematic methodology for defining coarse-grained sites in large biomolecules
Z Zhang, L Lu, WG Noid, V Krishna, J Pfaendtner… - Biophysical journal, 2008 - cell.com
Coarse-grained (CG) models of biomolecules have recently attracted considerable interest
because they enable the simulation of complex biological systems on length-scales and …
because they enable the simulation of complex biological systems on length-scales and …
A review of coarse-grained molecular dynamics techniques to access extended spatial and temporal scales in biomolecular simulations
BA Merchant, JD Madura - Annual Reports in Computational Chemistry, 2011 - Elsevier
The study of very large biomolecular systems over extended spatial and temporal scales is
being accomplished through the use of coarse-grained (CG) models. The successes of …
being accomplished through the use of coarse-grained (CG) models. The successes of …
Coarse-graining entropy, forces, and structures
JF Rudzinski, WG Noid - The Journal of chemical physics, 2011 - pubs.aip.org
Coarse-grained (CG) models enable highly efficient simulations of complex processes that
cannot be effectively studied with more detailed models. CG models are often parameterized …
cannot be effectively studied with more detailed models. CG models are often parameterized …