Using Artificial Intelligence to Predict Chemistry

Due: May 1, 2025

$82,764

Description

The aim of our group is to use artificial intelligence to understand chemistry. Our current research objective is to design and train deep neural networks to understand the structure of chemicals and chemical reactions. These networks would comprehensively predict chemical reactions and properties, potentially understanding particular reaction classes at a deeper level than current scientific knowledge. The resulting models would be used to predict reactions of interest and generate theoretical spectra for molecules not included...

Award Ceiling$82,764

Eligible Applicants- Individual- PostDoc- Early Career Professor

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- Artificial Intelligence- Machine Learning- Deep Learning- Chemistry- Cheminformatics- Data Science- Informatics- Mass Spectrometry

Grantor Contact InformationLewis Geer, phone: 301 975 6820Grantor Emaillewis.geer@nist.govOther Grantor InformaitonThe 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: Material Measurement Laboratory, Biomolecular Measurement Division, Gaithersburg, MD. NIST only participates in the February and August reviews. 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=506451&RONum=C0267

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