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04/09/2023
AI-assisted Automated Workflow for Real-time X-ray Ptychography Data Analysis via Federated Resources
We present an end-to-end automated workflow that uses large-scale remote...
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11/01/2022
SOLAR: A Highly Optimized Data Loading Framework for Distributed Training of CNN-based Scientific Surrogates
CNN-based surrogates have become prevalent in scientific applications to...
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09/20/2022
Deep learning at the edge enables real-time streaming ptychographic imaging
Coherent microscopy techniques provide an unparalleled multi-scale view ...
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04/11/2022
Linking Scientific Instruments and HPC: Patterns, Technologies, Experiences
Powerful detectors at modern experimental facilities routinely collect d...
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11/22/2021
High-Performance Ptychographic Reconstruction with Federated Facilities
Beamlines at synchrotron light source facilities are powerful scientific...
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06/14/2021
Scalable and accurate multi-GPU based image reconstruction of large-scale ptychography data
While the advances in synchrotron light sources, together with the devel...
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09/15/2020
Petascale XCT: 3D Image Reconstruction with Hierarchical Communications on Multi-GPU Nodes
X-ray computed tomography is a commonly used technique for noninvasive i...
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10/09/2019
Deep Learning Accelerated Light Source Experiments
Experimental protocols at synchrotron light sources typically process an...
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02/20/2019