Atom | Incorporating Theory and Domain Knowledge into the Machine Learning of Polymeric Systems

Funder: NRC Research Associateship Programs

Due Dates: February 1, 2025 | May 1, 2025 | August 1, 2025 | November 1, 2025

Funding Amounts: Stipend approximately $82,764 per year plus $3,000 travel allowance; typical appointment duration 2 years.

Summary: Supports postdoctoral research integrating physical laws and domain knowledge into machine learning for polymeric systems to improve data efficiency, extrapolation, and explainability.

Key Information: Open to U.S. citizens with a doctoral degree earned within the last 5 years; research conducted onsite at NIST in Gaithersburg, MD; requires prior contact with Research Adviser.

Incorporating Theory and Domain Knowledge into the Machine Learning of Polymeric Systems

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