Machine Learning Driven Autonomous Metrology System

Due: May 1, 2025

$82,764

Description

We are developing machine learning-driven autonomous metrology research systems, with the goal of accelerating the development of self-correcting photonic and quantum sensor networks. These systems combine machine learning with machine-controlled measurement tools for closed loop experiment design, execution, and analysis, where experiment design is guided by active learning, Bayesian optimization, and similar methods. A key challenge is the integration of prior knowledge into the data analysis, including both device physics and...

Award Ceiling$82,764

Eligible Applicants- PostDoc

Additional Eligibility Information

Qualified applicants will receive consideration without regard to race, creed, color, age, gender identity, or national origin. Education and Experience Applicants must have earned a Ph.D., Sc.D., M.D., D.V.M., or academically equivalent research doctorate before beginning tenure. The Fellowships Office makes NRC Research Associateship awards at the postdoctoral and senior researcher levels. Postdoctoral Associateships:Applicants must have held the doctorate for less than five years as of the application deadline. Senior Asso...

Funding TypefellowshipCategories of Funding Activity- Machine Learning- Quantum Sensors- Photonic Sensor Networks

Grantor Contact InformationZeeshan Ahmed, phone: 301.975.5875Grantor Emailzeeshan.ahmed@nist.govOther Grantor InformationThe NRC Research Associateship Programs (RAP) are prestigious postdoctoral and senior research awards designed to provide promising scientists and engineers with high-quality research opportunities at federal laboratories and affiliated institutions. Conducted by the National Academies of Sciences, Engineering, and Medicine's Fellowships Office since 1954, these programs offer a comprehensive research experience through a rigorous selection process. The programs aim to: 1) Offer promising postdoctoral and senior scientists/engineers the chance to pursue self-directed research aligned with sponsoring laboratories' goals, 2) Enhance comprehensive research efforts of participating laboratories, 3) Provide recent doctoral graduates a platform for focused research collaboration with permanent laboratory staff, and 4) Foster professional growth by providing opportunities to gain skills, experience, and connections with leading scientists, ultimately enhancing career prospects in academia, industry, or government research roles. The programs provide mentorship, access to state-of-the-art facilities, and opportunities to influence government policy.

Additional InformationLocation: Physical Measurement Laboratory, Sensor Science Division, Gaithersburg, MD. Stipend includes a base stipend of $82,764 with a $3,000 travel allotment. Additional URLs:

https://www.nationalacademies.org/our-work/rap/nrc-research-associateship-programs

https://sites.nationalacademies.org/pga/fellowships/afrl

https://www.nationalacademies.org/documents/embed/link/LF2255DA3DD1C41C0A42D3BEF0989ACAECE3053A6A9B/file/D13308589A09EC935FA87723EB963103495DB429AE7F?noSaveAs=1

https://www.nationalacademies.org/our-work/rap/for-applicants

Supporting Linkhttps://ra.nas.edu/RAPLab10/Opportunity/opportunity.aspx?LabCode=50&ROPCD=506851&RONum=C0577

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