48 citations · 95 across the 24 of their papers we have counts for
4 papers · 2 filters
DeepDriveMD: Deep-Learning Driven Adaptive Molecular Simulations for Protein Folding
Hyungro Lee, Heng Ma, Matteo Turilli +3
Simulations of biological macromolecules play an important role in understanding the physical basis of a number of complex processes such as protein folding. Even with increasing c…
Characterizing the Performance of Executing Many-tasks on Summit
Matteo Turilli, Andre Merzky, Thomas Naughton +2
Many scientific workloads are comprised of many tasks, where each task is an independent simulation or analysis of data. The execution of millions of tasks on heterogeneous HPC pla…
Workflow Design Analysis for High Resolution Satellite Image Analysis
Ioannis Paraskevakos, Matteo Turilli, Bento Collares Gonçalves +2
Ecological sciences are using imagery from a variety of sources to monitor and survey populations and ecosystems. Very High Resolution (VHR) satellite imagery provide an effective…
Middleware Building Blocks for Workflow Systems
Matteo Turilli, Vivek Balasubramanian, Andre Merzky +2
This paper describes a building blocks approach to the design of scientific workflow systems. We discuss RADICAL-Cybertools as one implementation of the building blocks concept, sh…