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20032026
most citedFAIR for AI: An interdisciplinary and international community building perspective

92 citations · 685 across the 84 of their papers we have counts for

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Showing cs.SEShow all

6 papers · 1 filter

cs.SE2024

Exascale Workflow Applications and Middleware: An ExaWorks Retrospective

Aymen Alsaadi, Mihael Hategan-Marandiuc, Ketan Maheshwari +9

Exascale computers offer transformative capabilities to combine data-driven and learning-based approaches with traditional simulation applications to accelerate scientific discover…

cs.SE2024

ExaWorks Software Development Kit: A Robust and Scalable Collection of Interoperable Workflow Technologies

Matteo Turilli, Mihael Hategan-Marandiuc, Mikhail Titov +13

Scientific discovery increasingly requires executing heterogeneous scientific workflows on high-performance computing (HPC) platforms. Heterogeneous workflows contain different typ…

cs.SE2019★ 1 cited

MolSSI and BioExcel Workflow Workshop 2018 Report

Levi N. Naden, Sam Ellis, Shantenu Jha

Workflows in biomolecular science are very important as they are intricately intertwined with the scientific outcomes, as well as algorithmic and methodological innovations. The us…

cs.SE2019★ 16 cited

RADICAL-Cybertools: Middleware Building Blocks for Scalable Science

Vivek Balasubramanian, Shantenu Jha, Andre Merzky +1

RADICAL-Cybertools (RCT) are a set of software systems that serve as middleware to develop efficient and effective tools for scientific computing. Specifically, RCT enable executin…

cs.SE2017★ 3 cited

Toward Common Components for Open Workflow Systems

Jay Jay Billings, Shantenu Jha

The role of scalable high-performance workflows and flexible workflow management systems that can support multiple simulations will continue to increase in importance. For example,…

cs.SE2016

Designing Workflow Systems Using Building Blocks

Matteo Turilli, Andre Merzky, Vivek Balasubramanian +2

We suggest there is a need for a fresh perspective on the design and development of workflow systems and argue for a building blocks approach. We outline a description of this appr…