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All-Atom Biomolecular Simulation in the Exascale Era.

Authors :
Beck TL
Carloni P
Asthagiri DN
Source :
Journal of chemical theory and computation [J Chem Theory Comput] 2024 Mar 12; Vol. 20 (5), pp. 1777-1782. Date of Electronic Publication: 2024 Feb 21.
Publication Year :
2024

Abstract

Exascale supercomputers have opened the door to dynamic simulations, facilitated by AI/ML techniques, that model biomolecular motions over unprecedented length and time scales. This new capability holds the potential to revolutionize our understanding of fundamental biological processes. Here we report on some of the major advances that were discussed at a recent CECAM workshop in Pisa, Italy, on the topic with a primary focus on atomic-level simulations. First, we highlight examples of current large-scale biomolecular simulations and the future possibilities enabled by crossing the exascale threshold. Next, we discuss challenges to be overcome in optimizing the usage of these powerful resources. Finally, we close by listing several grand challenge problems that could be investigated with this new computer architecture.

Details

Language :
English
ISSN :
1549-9626
Volume :
20
Issue :
5
Database :
MEDLINE
Journal :
Journal of chemical theory and computation
Publication Type :
Academic Journal
Accession number :
38382017
Full Text :
https://doi.org/10.1021/acs.jctc.3c01276