Collaborative Research: CDS&E: ReaxFF2: Efficient and Scalable Methods for Long-time Reactive Molecular Dynamics Simulations

Project: Research project

Project Details

Description

This project aims to enable long-time simulations of reactive molecular systems through efficient

and scalable techniques. Long-time reactive simulations are critical for several scientific problems

such as catalysis, battery interfaces, biological simulations involving water, and emerging

areas like surface oxidation and chemical vapor deposition (CVD) growth. However, progress on

these fronts is limited because long-time simulations of large-scale systems are very difficult, if

not impossible, to perform using existing methods. The Reactive Force Field (ReaxFF) method is in principle

ideally suited for this purpose. However, the short time steps required in current ReaxFF simulations

and the computationally expensive force field formulation limit ReaxFF's temporal capabilities to

narrow simulation time ranges. This project aims to overcome such limitations by creating ReaxFF2,

which will extend time scales by one to two orders of magnitude - thus making large-scale,

long-time RMD simulations accessible to a wide community. Codes developed will be made publicly

available and results from this project will be highlighted on a dedicated website, and they will also be

incorporated into workshops by the PIs.

In creating ReaxFF2, the PIs will enhance the Reax force field formulation significantly, and develop

innovative algorithms and software implementations for scalable simulations. More specifically,

alternative ReaxFF interactions will be formulated to eliminate sharp derivatives in energy terms

and enhance ReaxFF time step lengths by at least a factor of four. To accelerate the dynamic charge

distribution models needed in RMD, scalable parallel preconditioning techniques for the iterative

solvers will be developed. A task parallel approach to compute interactions, hierarchical problem

decomposition, vectorization of the key kernels, and use of mixed precision arithmetics constitute

the main techniques that will be utilized to fully leverage the performance capabilities of large

computer clusters. Finally, capabilities of accelerated RMD concepts in the proposed ReaxFF2

formulation will be evaluated and inlined trajectory analysis tools for RMD will be developed

to facilitate the study of long-time RMD simulations. This project will significantly enhance the PIs'

software development, community building, and sustenance efforts for the RMD community. Codes,

functional forms, and parameter sets developed will be made publicly available, enabling fast and

accurate modeling of diverse reactive systems beyond the scope of this project. For community outreach,

results from this project will be highlighted on a dedicated website, and they will also be incorporated

into workshops by the PIs.

This award by the Office of Advanced Cyberinfrastructure is jointly supported by the Division of Materials Research

and the Division of Chemistry within the NSF Directorate for Mathematical and Physical Sciences.

This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.

StatusActive
Effective start/end date9/1/188/31/22

Funding

  • National Science Foundation: $200,000.00

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