Integrating high-performance computing, machine learning, data management workflows, and infrastructures for multiscale simulations and nanomaterials technologies

Integrating high-performance computing, machine learning, data management workflows, and infrastructures for multiscale simulations and nanomaterials technologies

This perspective article explores the convergence of advanced digital technologies, including high-performance computing (HPC), artificial intelligence, machine learning, and sophisticated data management workflows. The primary objective is to enhance the accessibility of multiscale simulations and...

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Bibliographic Details
Main Authors: Fabio Le Piane, Mario Vozza, Matteo Baldoni, Francesco Mercuri
Format: Article
Language:English
Published: Beilstein-Institut 2024-11-01
Series:Beilstein Journal of Nanotechnology
Subjects:
artificial intelligence
high-performance computing
hpc
machine learning
materials modelling
multiscale modelling
nanomaterials
semantic data management
Online Access:https://doi.org/10.3762/bjnano.15.119
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https://doi.org/10.3762/bjnano.15.119

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