Postdoc: AI/ML for Multiscale Physics

Oak Ridge National Laboratory; Oak Ridge (TN); On-site; USD 75,000 - 90,000; Full time

Job summary

Oak Ridge National Laboratory is seeking a Postdoctoral Research Associate specializing in AI and machine learning for multiscale physical systems. This position involves research and development of scalable models using high-performance computing resources, with focus areas including fluid dynamics and interdisciplinary collaboration.

The ideal candidate will hold a Ph.D. in a relevant field, have expertise in scientific AI/ML, and demonstrate strong programming and communication skills. The role offers a dynamic research environment with an initial appointment of up to 24 months.

Qualifications

• Strong background in scientific AI/ML and computational fluid dynamics.
• Experience with multi-physics simulations and deep learning models.
• Demonstrated publication record and effective interpersonal skills.

Responsibilities

• Research and development of scalable AI and ML models.
• Conduct research focused on fluid and plasma dynamics.
• Collaborate with a multi-disciplinary team.

Skills

AI/ML expertise

Programming in Python/C++

Scientific computation

Effective communication skills

Education

Ph.D. in a relevant engineering or science field

Tools

Deep learning frameworks (e.g., PyTorch)

High-Performance Computing (HPC)

Job description

Oak Ridge National Laboratory is seeking a Postdoctoral Research Associate specializing in AI and machine learning for multiscale physical systems. This position involves research and development of scalable models using high-performance computing resources, with focus areas including fluid dynamics and interdisciplinary collaboration.

The ideal candidate will hold a Ph.D. in a relevant field, have expertise in scientific AI/ML, and demonstrate strong programming and communication skills. The role offers a dynamic research environment with an initial appointment of up to 24 months.