SULI - XSD - Kondrasheva, Maria - 2.27.26

Argonne National Laboratory • Lemont, IL

15h

About The Position

The Imaging Group at the Advanced Photon Source (APS) is developing and testing new AI/ML tools to accelerate processing and analysis of tomography datasets collected at APS beamlines. As synchrotron facilities enable increasingly rapid data acquisition, these large datasets can also serve as training corpora for neural networks that support experiment control, real-time feedback, and automated analysis. In this summer project, the intern will evaluate selected AI/ML-based tomography processing and analysis tools and adapt promising approaches for robust, general use at the beamline. A central focus will be applying, benchmarking, and improving 3D AI/ML segmentation methods for tomography imaging.

Requirements

• The entirety of the appointment must be conducted within the United States.
• Applicants must be: Currently enrolled in undergraduate or graduate studies at an accredited institution. Graduated from an accredited institution within the past 3 months; or Actively enrolled in a graduate program at an accredited institution.
• Must be 18 years or older at the time the appointment begins.
• Must possess a cumulative GPA of 3.0 on a 4.0 scale.
• Must be a U.S. citizen or Legal Permanent Resident at the time of application.
• If accepting an offer, candidates may be required to complete pre-employment drug testing based on appointment length. All students remain subject to applicable drug testing policies.

Responsibilities

• evaluate selected AI/ML-based tomography processing and analysis tools
• adapt promising approaches for robust, general use at the beamline
• applying, benchmarking, and improving 3D AI/ML segmentation methods for tomography imaging

What This Job Offers

• Job Type: Full-time
• Career Level: Intern
• Education Level: No Education Listed