Argonne National Laboratory · 4 days ago
Postdoctoral Researcher (Accelerator Physics) - RF Linac Design & AI/ML-Based Operations
Argonne National Laboratory is a leading research institution focused on innovative scientific discovery. They are seeking a Postdoctoral Researcher in Accelerator Physics to lead the design of a next-generation proton linac and develop AI/ML-based tools for accelerator operations.
EnergySecuritySocial Impact
Responsibilities
Leading the physics design of a next-generation proton linac, optimizing acceleration efficiency and transverse focusing
Designing new SRF accelerating cavity types across multiple operating frequencies
Conducting end-to-end beam dynamics studies at full beam energy and current, including comprehensive error analyses using large-scale beam simulations
Evaluating linac failure scenarios, defining tolerable failure modes, and developing strategies and procedures for rapid recovery with realistic recovery-time targets
Developing AI/ML-based tools to enable fast accelerator tuning and automated recovery following component failures
Experimentally validating the AI/ML methods on the ATLAS linac at Argonne National Laboratory
Qualification
Required
Recent or soon-to-be-completed PhD (within the last 0-5 years) in the field of accelerator physics or a closely related science and engineering discipline
Strong experience developing and applying computational modeling and simulation
The successful candidate will demonstrate expertise in accelerator physics, accelerator design, advanced modeling and high-performance computing, mathematics and data analytics, AI/ML algorithm development, and accelerator operations
Ability to model Argonne's core values of impact, safety, respect, integrity, and teamwork
Preferred
Familiarity with accelerator operations is preferred
Working knowledge of machine learning and artificial intelligence methods is highly desirable
Benefits
Comprehensive benefits are part of the total rewards package
Company
Argonne National Laboratory
Argonne National Laboratory conducts researches in basic science, energy resources, and environmental management.
Funding
Current Stage
Late StageTotal Funding
$41.4MKey Investors
Advanced Research Projects Agency for HealthUS Department of EnergyU.S. Department of Homeland Security
2024-11-14Grant· $21.7M
2023-09-27Grant
2023-01-17Grant
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