Related Experiment Video
Updated: Dec 2, 2025

06:54
Photorealistic Learned Landscapes for Augmented Reality
Published on: June 27, 2025
530
Back-mapping augmented adaptive resolution simulation
S Thaler1, M Praprotnik2, J Zavadlav1
1Professorship of Multiscale Modeling of Fluid Materials, Department of Mechanical Engineering, Technical University of Munich, Munich, Germany.
The Journal of Chemical Physics
|November 3, 2020
Summary
We introduce the Energy Minimized AT (DOF) Insertion (EMATI) method to improve multiscale simulations. EMATI enhances computational efficiency and accuracy by directly coupling atomistic and coarse-grained resolutions without hybrid regions.
Area of Science:
- Computational Chemistry
- Molecular Dynamics
- Multiscale Modeling
Background:
- Concurrent multiscale techniques like Adaptive Resolution Scheme (AdResS) offer computational advantages over atomistic (AT) simulations.
- AdResS methods often require hybrid regions for numerical stability during atomistic degrees of freedom (DOFs) re-insertion.
- Random DOF insertion can lead to overlapping AT potentials, posing challenges for simulation accuracy.
Purpose of the Study:
- To develop a novel method for direct coupling of atomistic and coarse-grained resolutions in multiscale simulations.
- To address the numerical instability issues arising from random DOF insertion at the resolution interface.
- To enhance the accuracy and applicability of AdResS simulations.
Main Methods:
- Proposed the Energy Minimized AT (DOF) Insertion (EMATI) method.
- EMATI utilizes informed insertion of AT DOFs to resolve overlapping potential issues.
- Implemented and tested AdResS-EMATI in a liquid butane system.
Main Results:
- AdResS-EMATI demonstrated improved structural and thermodynamic properties at the interface compared to existing AdResS approaches.
- The method enables direct coupling of AT and coarse-grained resolutions without modifying interaction potentials.
- Successfully extended AdResS applicability to systems where force capping is insufficient.
Conclusions:
- EMATI provides a robust solution for direct multiscale coupling, eliminating the need for hybrid regions.
- This advancement enhances the reliability and scope of AdResS simulations.
- The informed DOF insertion strategy significantly improves interface properties in multiscale modeling.

