72 ability-"https:"-"https:"-"https:"-"Simons-Foundation;" Postdoctoral positions at Oak Ridge National Laboratory
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/Responsibilities: Develop and apply AI foundation models for hydrological and Earth system modeling, with emphasis on improving predictive capabilities for compound flooding in coastal regions. Design
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manufacturing applications. In this role, the postdoctoral researcher will focus on developing foundation models for fluid and plasma dynamics, including aerodynamics, turbulence, and edge/scrape-off-layer
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measurable AI advantage in scientific discovery. Research directions may include scientific foundation models, physics- and knowledge-guided machine learning, graph and geometric learning, surrogate and
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be expected to commit to ORNL’s Research Code of Conduct. Our full code of conduct and a statement by the Lab Director’s office can be found here: https://www.ornl.gov/content/research-integrity
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foundation in linear algebra (tensor networks and beyond) and quantum physics Familiar with programming languages and scientific computing Preferred Qualifications: Experience working with low-rank
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, environmental science and engineering, materials science and engineering, or a related field completed within the last 5 years. Preferred Qualifications: A strong foundation in separation and purification
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health sciences (such as health physics, radiological health, medical physics, nuclear engineering, applied mathematics or a closely related discipline) Sound foundation in radiation transport
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workflows. Major Duties/Responsibilities: Participate in the design, implementation, and deployment of scalable AI/DL models for power grid systems, including surrogate models and foundation-model workflows
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skills and the ability to work effectively in a collaborative, multidisciplinary team environment. Preferred Qualifications: Experience with AI/ML approaches for spatiotemporal or Earth system data
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. Excellent written and oral communication skills and the ability to communicate in English to an international scientific audience. Valid driver’s license or the ability to obtain a driver license within 10