Machine Learning for Computational Fluid Dynamics and Heat Transfer

Due: May 1, 2025

$100,000

Description

Deep Neural Networks have become the tool of choice for Machine Learning practitioners today. They have been successfully applied for solving a large class of learning problems both in the industry and academia with applications in fields such as Computer Vision, Natural Language Processing, Big data Analytics and Bioinformatics. Increasingly neural networks in general and deep learning in particular are being applied to the physical sciences. Deep learning systems are also being adopted in different engineering disciplines like...

Award Ceiling$100,000

Eligible Applicants- PostDoc- Early Career Researcher- Senior Researcher

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- Surrogate Modeling- Computational Fluid Dynamics- Heat Transfer

Grantor Contact InformationAdviser: Daniel Archer Reasor, Phone: 850.882.8221Grantor Emaildaniel.reasor@us.af.milOther 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: Munitions Directorate, RW/Weapons Engagement, Eglin Air Force Base, FL 32542-6810 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=13&ROPCD=134504&RONum=C0801

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