Use Al to Align Experimental and Analytical Results to Better Predict HTSC Quantum Phenomena

Organization

Office of the Director of National Intelligence (ODNI)

Reference Code

ICPD-2025-42

How to Apply

Create and release your Profile on Zintellect – Postdoctoral applicants must create an account and complete a profile in the on-line application system. Please note: your resume/CV may not exceed 3 pages.

Complete your application – Enter the rest of the information required for the IC Postdoc Program Research Opportunity. The application itself contains detailed instructions for each one of these components: availability, citizenship, transcripts, dissertation abstract, publication and presentation plan, and information about your Research Advisor co-applicant.

Additional information about the IC Postdoctoral Research Fellowship Program is available on the program website located at: https://orise.orau.gov/icpostdoc/index.html.

If you have questions, send an email to ICPostdoc@orau.org. Please include the reference code for this opportunity in your email.

Application Deadline

2/28/2025 6:00:00 PM Eastern Time Zone

Description

Research Topic Description, including Problem Statement:

In this project artificial intelligence (Al) is used to better align experimental and analytical results in efforts to enhance predictions in quantum phenomena in HTSC. Deep learning techniques have played a significant role in detecting patterns that have been difficult to identify manually. This work will use the deep learning techniques to help understand the underlying mechanisms responsible for desired behavior in HTSCs. The work will also provide additional insight to help optimize experimental setups to get desired results.

Example Approaches:

Deep Learning
Generative models
Machine Learning
Hybrid Models
Transfer Learning

Relevance to the Intelligence Community:

Artificial Intelligence; Data; Computing (Quantum)

Key Words: artificial intelligence High Temperature Superconductors (HTSCs) deep learning patterns and behavior quantum phenomena

Qualifications

Postdoc Eligibility

U.S. citizens only
Ph.D. in a relevant field must be completed before beginning the appointment and within five years of the appointment start date
Proposal must be associated with an accredited U.S. university, college, or U.S. government laboratory
Eligible candidates may only receive one award from the IC Postdoctoral Research Fellowship Program

Research Advisor Eligibility

Must be an employee of an accredited U.S. university, college or U.S. government laboratory
Are not required to be U.S. citizens

Point of Contact

Keri

Eligibility Requirements

Citizenship: U.S. Citizen Only
Degree: Doctoral Degree.
Discipline(s):
- Chemistry and Materials Sciences (12 )
- Communications and Graphics Design (3 )
- Computer, Information, and Data Sciences (17 )
- Earth and Geosciences (21 )
- Engineering (27 )
- Environmental and Marine Sciences (14 )
- Life Health and Medical Sciences (45 )
- Mathematics and Statistics (11 )
- Other Non-Science & Engineering (2 )
- Physics (16 )
- Science & Engineering-related (1 )
- Social and Behavioral Sciences (30 )

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