Integrating ORNL's HPC and Neutron Facilities with a Performance-Portable CPU/GPU Ecosystem
We explore the development of a performance-portable CPU/GPU ecosystem to integrate
two of the US Department of Energy's (DOE's) largest scientific instruments, the Oak Ridge …
two of the US Department of Energy's (DOE's) largest scientific instruments, the Oak Ridge …
Diaspora: Resilience-Enabling Services for Real-Time Distributed Workflows
The need for real-time processing to enable automated decision making and experimental
steering has driven a shift from high-performance computing workflows on a centralized …
steering has driven a shift from high-performance computing workflows on a centralized …
Optimizing Coded-Apertures for Depth-Resolved Diffraction
Coded apertures, traditionally employed in x-ray astronomy for imaging celestial objects, are
now being adapted for micro-scale applications, particularly in studying microscopic …
now being adapted for micro-scale applications, particularly in studying microscopic …
Model and Data Management for Machine Learning (M2ML): Integrating Instruments, Edge and HPC for Accelerated Machine Learning
The use of data produced by scientific instruments, such as the Advanced Photon Source
Upgrade (APS-U), to train and fine-tune machine learning models is becoming increasingly …
Upgrade (APS-U), to train and fine-tune machine learning models is becoming increasingly …
Portable Cross-Facility Workflows for X-ray Ptychography
A Vong, SF Henke, O Hoidn, H Parraga… - SC24-W: Workshops …, 2024 - ieeexplore.ieee.org
In this paper, we describe portable software work-flows for processing ptychography data
from large-scale experimental facilities. The Advanced Photon Source (APS) and Linac …
from large-scale experimental facilities. The Advanced Photon Source (APS) and Linac …