Oak Ridge Institute for Science and Education
Pozycja badawcza dla wykładowcy (NETL Faculty Research Program) – współpraca z NETL nad projektem ML dla charakterystyki podpowierzchniowej CO₂, definiowanie zakresu, angażowanie studentów, umowa 1 mies.‑>1 rok, pełny lub część etatu latem, wymagana rola akademicka i doświadczenie ML/energia, lokalizacja Morgantown, termin 30‑06‑2026.
Organization
National Energy Technology Laboratory (NETL)
Reference Code
NETL-FRP-2024-Siriwardane
How To Apply
A complete application consists of:
All documents must be in English or include an official English translation.
If you have questions about the application process, contact [email protected].
After you have submitted an application in Zintellect, you may reach out to [email protected] to request to talk with the hosting researcher if you would like additional information on the project or to express particular interest. You must have a completed application in Zintellect to receive a response.
Selection Decisions
Selection decisions are made directly by NETL researchers and staff looking to host an internship. Your application will be available to the hosting mentor(s) for up to 12 months after you apply. You may withdraw your application at any time. Applications may be reviewed and selected on a rolling basis or the hosting mentor(s) may choose to wait until after the application deadline before reviewing all applications simultaneously. A final decision of non-selection may not be confirmed for several months after the listed application deadline.
Application Deadline
6/30/2026 11:59:00 PM Eastern Time Zone
Description
The National Energy Technology Laboratory's (NETL's) record of success has been built on understanding the future of energy and the technologies required to make that future possible. We’ve long touted our success in developing the technologies that took on acid rain in the 1970s and mercury in the early 2000s. More recently, NETL has a leading role in President Biden’s ambitious climate goals, including a carbon emission-free power sector by 2035 and a net-zero economy by 2050.
Program Goals
The NETL Faculty Research Program (FRP) offers qualified academic faculty an opportunity to collaborate with NETL principal investigators on research that is mutually beneficial to NETL and the selected applicant at state-of-the-art NETL facilities. While typical appointments are part-time, some appointments are offered on a full-time basis during the summer or as a sabbatical. Prior to the appointment, the NETL principal investigator and selected applicant will define the scope of research and schedule the appointment period. Appointment periods range from one month to more than one year. Funding varies and is awarded based upon the participant's institutional salary. Faculty members are expected to elevate the collaboration with NETL by supporting connections with students at their home institution, in addition to the research project.
Connecting Students with NETL
The Collaboration Between The Selected Faculty Member And NETL Will Include Connecting Their Academic Institution And Students With NETL. Student Connections May Be Fostered Through Activities Such As, But Not Limited To, The Following
Research Project
Through the Oak Ridge Institute for Science and Education (ORISE), this posting seeks a faculty collaborator to engage in projects with the Research Innovation Center (RIC) at the National Energy Technology Laboratory (NETL) in the area of Science-informed Machine Learning (ML) for Accelerating Real-Time Decisions in Subsurface Applications (SMART) under the mentorship of Hema Siriwardane. This project will be hosted by the NETL Morgantown, WV campus.
The SMART Initiative is a multi-organizational effort that is transforming the ability to make better, informed decisions related to the subsurface through real-time visualization, forecasting, and virtual learning. The outcomes of the SMART Initiative are science-informed ML-based tools that can be applied at carbon storage sites throughout the nation and the world to: (1) improve the ability to consolidate technical knowledge, site-specific characterization information, and real-time data in a digestible way; (2) enable the optimization of carbon storage reservoirs by creating a capability for “real-time” forecasting of carbon storage reservoir behavior; and (3) improve the ability to understand and communicate subsurface behavior during carbon storage operations to non-experts. This project will support the objectives of the SMART initiative, specifically in making improvements to tools developed under SMART or in developing complementary tools based on Machine Learning for subsurface applications in support of Geologic Storage of CO2.
The participant will learn about the research performed under the SMART initiative and collaborate on making improvements to tools developed under SMART and research complementary tools based on Machine Learning for subsurface applications in support of Geologic Storage of CO2.
Stipend: The selected faculty participant will receive a monthly stipend commensurate with their institutional salary.
Deliverables: To document the effectiveness of the program, participants are required to submit a pre-appointment and post-appointment survey, as well as a reflection on their appointment experience when they renew or end their appointment. The reflection should summarize their project(s), additional activities, and overall experience. Details are provided as the appointment end date approaches.
Participants may also have the opportunity to contribute to manuscripts, journal articles, book chapters, conference presentations, posters, patents, and other publications as a part of their appointment. Such achievements should also be reported to ORISE; additional details are provided after an offer has been accepted.
The National Energy Technology Laboratory (NETL), part of the U.S. Department of Energy (DOE) national laboratory system, is owned and operated by the DOE. NETL supports the DOE mission to advance the energy security of the United States. This is an educational opportunity offered by NETL and administered by the Oak Ridge Institute for Science and Education. Participants in the program are not considered employees of NETL, DOE, the program administrator, or any other office or agency.
Qualifications
To be eligible, applicants must be a full-time regular permanent faculty member at an accredited college/university with a research interest in NETL core R&D areas.
The Ideal Candidate Would Have
Point of Contact
Cinnamon
Eligibility Requirements">12 )
Citizenship: LPR or U.S. Citizen
Degree: Master's Degree or Doctoral Degree.
Discipline(s):
Chemistry and Materials Sciences (<a href="#" data-bs-toggle="popover" tabindex="0" role="button" data-bs-title="Chemistry and Materials Sciences" data-bs-content="
Communications and Graphics Design (2 )
Computer, Information, and Data Sciences (17 )
Earth and Geosciences (21 )
Engineering (27 )
Environmental and Marine Sciences (14 )
Life Health and Medical Sciences (51 )
Mathematics and Statistics (11 )
Physics (16 )
Science & Engineering-related (2 )
Social and Behavioral Sciences (29 )
Affirmation
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