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National Institute of Standards and Technology

Postdoc: Physically-Informed ML for ALD Process Modeling

northern, KY

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About this opportunity

National Institute of Standards and Technology lists this Postdoc: Physically-Informed ML for ALD Process Modeling opportunity in northern, Kentucky. Review the employer’s description below for duties, qualifications and application requirements.

Job description

The Material Measurement Laboratory at the National Institute of Standards and Technology (NIST) seeks a Postdoctoral Researcher to advance physics‑informed machine learning models for ALD process simulations. You will work on in situ metrology tools and multiscale modeling to quantify mass transport during thermal ALD, leveraging Python-based ML frameworks.

Ideal candidates hold a PhD in engineering, physics, or materials science with strong background in chemical process modeling and ML, plus

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