Systematic Embedding of All-Atom Reactive Molecular Dynamics into a Coarse-Grained Environment
Kuntal Ghosh1, Da Teng2, Gregory A Voth1
1Department of Chemistry, Chicago Center for Theoretical Chemistry, James Franck Institute, and Institute for Biophysical Dynamics, The University of Chicago, Chicago, Illinois 60637, United States.
Journal of Chemical Theory and Computation
|August 19, 2025
Summary
A new multiscale reactive molecular dynamics/coarse-grained molecular mechanics (MS-RMD/CG-MM) method offers a faster alternative to QM/MM simulations for modeling chemical reactions in complex systems.
Area of Science:
- Computational Chemistry
- Molecular Dynamics
- Quantum Mechanics
Background:
- Quantum mechanics/molecular mechanics (QM/MM) is standard for chemical reactivity but computationally expensive for large systems.
- Classical molecular mechanics (MM) force fields struggle with complex dynamics in large-scale simulations.
Purpose of the Study:
- To develop a computationally efficient alternative to QM/MM simulations for modeling chemical reactivity.
- To introduce a multiscale reactive molecular dynamics/coarse-grained molecular mechanics (MS-RMD/CG-MM) approach.
Main Methods:
- Developed a multiscale reactive molecular dynamics (MS-RMD) model for reactive centers.
- Embedded the MS-RMD model within a coarse-grained (CG) molecular mechanics (MM) environment.
- Derived CG force fields using the multiscale coarse-graining (MS-CG) method.
- Parametrized the all-atom reactive MD model using constrained DFT calculations.
Main Results:
- The MS-RMD/CG-MM method significantly reduces computational cost compared to traditional QM/MM.
- Successfully applied the scheme to model organic SN2 reactions in a coarse-grained polar solvent (acetone).
Conclusions:
- MS-RMD/CG-MM provides a viable and efficient approach for simulating chemical reactivity in complex environments.
- This method holds promise for studying various reactions, including proton transport.
Related Concept Videos
Molecular Models
40.4K
Physical models representing molecular architectures of chemical compounds play essential roles in understanding chemistry. The use of molecular models makes it easier to visualize the structures and shapes of atoms and molecules.
40.4K
Coupled Reactions
8.4K
Cellular processes such as building and breaking down complex molecules occur through stepwise chemical reactions. Some of these chemical reactions are spontaneous and release energy, whereas others require energy to proceed. Cells often couple the energy-releasing reaction with the energy-requiring one to carry out important cell functions.
Energy in adenosine triphosphate or ATP molecules is easily accessible to do work. ATP powers the majority of energy-requiring cellular reactions....
Energy in adenosine triphosphate or ATP molecules is easily accessible to do work. ATP powers the majority of energy-requiring cellular reactions....
8.4K
Equilibrium Conditions for a Particle
1.4K
When an object is in equilibrium, it is either at rest or moving with a constant velocity. There are two types of equilibrium: static and dynamic. Static equilibrium occurs when an object is at rest, while dynamic equilibrium occurs when an object is moving with a constant velocity. In both cases, there must be a balance of forces acting on the object.
To understand the concept of equilibrium, let us first consider the forces acting on an object. When different forces act on an object, they can...
To understand the concept of equilibrium, let us first consider the forces acting on an object. When different forces act on an object, they can...
1.4K


