5th ICFA Beam Dynamics Mini-Workshop on Machine Learning for Particle Accelerators

Software Infrastructure Plans for End-to-End and Bottom-Up AI/ML Capabilities at the Electron-Ion Collider (EIC)- 15'+5'

9 Apr 2025, 14:20

20m

503/1-001 - Council Chamber (CERN)

Invited talks MLOps, Infrastructure and Scalability MLOps, Infrastructure and Scalability

Speaker

Linh Nguyen (Brookhaven National Laboratory)

Description

Plans for the Electron-Ion Collider (EIC), to be built at Brookhaven National Laboratory, include end-to-end and bottom-up capabilities in artificial intelligence (AI) and machine learning (ML). Enabling these capabilities, especially for EIC Operations, will require the large-scale integration of software platforms and tools for the reliable and efficient management of AI/ML-related data, workflows, and processes. We present on our software infrastructure plans.

Presentation materials

Nguyen_EIC_MaLAPA_2025_VersionForUpload.pdf

Nguyen_EIC_MaLAPA_2025_VersionForUpload.pptx