SPOT Suite Transforms Beamline Science
SPOT Suite is a set of tools for reducing, managing, analyzing and visualizing beamline data that is transforming the way scientists run experiments at synchrotron light sources.
Tne Exa.TrkX project
Exa.TrkX (exatrkx.github.io), a DOE CompHEP project and a collaboration of data scientists and computational physicists from the ATLAS, CMS, and DUNE experiments, is developing Graph Neural Network mo…
Photon Speedway Puts Big Data In the Fast Lane
As a solution to emerging challenges in massive data analysis. light sources and supercomputing facilities are linking up via a “photon science speedway.”
Big Data Hits the Beamline
Big data management, analysis and simulation are driving users to new levels of high-performance computing at the ALS, the APS and three other DOE Office of Science light sources. Researchers are appr…
Physics and X-Ray Science researchers design, develop and deploy data analysis and exploration methods at scale to satisfy the computing needs of mission-critical experimental collaborations. Our activities include:
- Data models, application frameworks, and distributed schedulers to run real-life experimental physics applications at scale on advanced and emerging architectures.
- Advanced pattern recognition methods for noisy experimental data.
- Innovative scientific data analysis methods, tools, and environments.
- Design, development, deployment, and production operation of robust, secure scientific cyberinfrastructure.
Group leader: Paolo Calafiura