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Physics > Biological Physics
Title: Multiscale Biomolecular Simulations in the Exascale Era
(Submitted on 3 Mar 2024 (v1), last revised 3 Apr 2024 (this version, v2))
Abstract: The complexity of biological systems and processes, spanning molecular to macroscopic scales, necessitates the use of multiscale simulations to get a comprehensive understanding. Quantum mechanics/molecular mechanics (QM/MM) molecular dynamics (MD) simulations are crucial for capturing processes beyond the reach of classical MD simulations. The advent of exascale computing offers unprecedented opportunities for scientific exploration, not least within life sciences, where simulations are essential to unravel intricate molecular mechanisms underlying biological processes. However, leveraging the immense computational power of exascale computing requires innovative algorithms and software designs. In this context, we discuss the current status and future prospects of multiscale biomolecular simulations on exascale supercomputers with a focus on QM/MM MD. We highlight our own efforts in developing a versatile and high-performance multiscale simulation framework with the aim of efficient utilization of state-of-the-art supercomputers. We showcase its application in uncovering complex biological mechanisms and its potential for leveraging exascale computing.
Submission history
From: Jógvan Magnus Haugaard Olsen [view email][v1] Sun, 3 Mar 2024 13:23:51 GMT (1536kb,D)
[v2] Wed, 3 Apr 2024 14:55:38 GMT (1600kb,D)
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