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Postdoctoral Researcher in Computational Solid Mechanics
2 months ago
Location: Tallahassee, FL
Regular/Temporary: Temporary
Full/Part Time:
Job ID: 55168
Department
Mechanical Engineering -
ResponsibilitiesWe are seeking a highly motivated and enthusiastic researcher to fill a Postdoctoral Researcher position in Computational Solid Mechanics at the Florida A&M University-Florida State University College of Engineering (FAMU-FSU COE) in Tallahassee, Florida. The researcher will work on projects funded by the National Institutes of Health (NIH) aimed at developing novel computational techniques that leverage deep learning methods for solving problems in computational solid mechanics. Specifically, the successful candidate will be responsible for developing and implementing numerical algorithms that utilize deep learning techniques to solve nonlinear mechanics problems, with a particular emphasis on iterative solvers.
Responsibilities:
- Develop and implement numerical algorithms that leverage deep learning techniques for solving nonlinear mechanics problems, with a focus on iterative solvers and Krylov subspace techniques.
- Conduct numerical simulations using state-of-the-art software tools for computational solid mechanics.
- Analyze and interpret simulation results and communicate findings through publications and presentations.
- Mentor graduate and undergraduate students.
- Publish research findings in high-quality journals and present research results at conferences and seminars.
- Collaborate with other researchers within the group and across different institutions.
- PhD in Mechanical Engineering, Theoretical and Applied Mechanics, Aerospace Engineering, Applied Mathematics, or related fields.
- Strong background in computational mechanics and numerical methods.
- Experience in developing and implementing deep learning methods, deep knowledge of iterative solvers, and experience with Krylov subspace techniques.
- Proficiency in programming languages such as C/C++ and Python.
- Experience with TensorFlow and/or PyTorch library, as well as Scikit-Learn and Pandas for deep learning and data processing.
- Experience with finite element software packages such as ABAQUS.
- Excellent written and verbal communication skills.
- Ability to work independently as well as part of a team.
The ideal candidate should have a strong background in computational mechanics, solid mechanics, and numerical methods. A PhD in Mechanical Engineering, Aerospace Engineering, Applied Mathematics or related fields is required. Experience in developing and implementing deep learning methods, deep knowledge of iterative solvers is highly desirable.
Contact InfoAny questions about the position should be directed to Dr. Suvranu De, .
University InformationOne of the nation's elite research universities, Florida State University preserves, expands, and disseminates knowledge in the sciences, technology, arts, humanities, and professions, while embracing a philosophy of learning strongly rooted in the traditions of the liberal arts and critical thinking. Founded in 1851, Florida State University is the oldest continuous site of higher education in Florida. FSU is a community steeped in tradition that fosters research, encourages creativity, and embraces diversity. At FSU, there's the excitement of being part of a vibrant academic and professional community, surrounded by people whose ideas are shaping tomorrow's news
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If qualified and interested in a specific job opening as advertised, apply to Florida State University at . If you are a current FSU employee, apply via myFSU > Self Service.
Applicants are required to complete the online application with all applicable information. Applications must include all work history up to ten years, and education details even if attaching a resume.
This is an OPS/temporary job.
Based on the duties, this position may require completion of a criminal history background check.
This position is being advertised as open until filled.
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