Postdoctoral Research Associate

Details

Posted: 12-Mar-24

Location: Boston, Massachusetts

Type: Full-time

Salary: Open

Categories:

Academic/Faculty
Physical Sciences

Internal Number: 5095540

Postdoctoral Research Associate
About the Opportunity
Conduct research on machine learning and control theory as part of a MURI grant. The work will combine tools from dynamical systems, control theory, and the theory of algorithms and computation, involving the analysis of controllability, observability, and parameter identifiability in recurrent networks, the study of the overparameterization phenomena in feedforward neural network learning, theory of online learning of dynamical systems from data, and comparing reinforcement learning to model-based control approaches. The Postdoctoral Associate will give presentations of their work, will help write papers reporting on research results, will help supervise graduate students, and will closely interact with the other PIs in the team.
Qualifications:
A successful candidate will have a strong foundation in dynamical systems, control theory, and the theory of algorithms and computation, ideally with experience in the analysis of reinforcement learning, convergence of neural networks, and numerical optimization algorithms. The candidate should possess a PhD in Electrical and Computer Engineering, Mathematics, Computer Science, or equivalent.
Position Type
Research
Additional Information
Northeastern University considers factors such as candidate work experience, education and skills when extending an offer.
Northeastern has a comprehensive benefits package for benefit eligible employees. This includes medical, vision, dental, paid time off, tuition assistance, wellness & life, retirement- as well as commuting & transportation. Visit https://hr.northeastern.edu/benefits/ for more information.
Northeastern University is an equal opportunity employer, seeking to recruit and support a broadly diverse community of faculty and staff. Northeastern values and celebrates diversity in all its forms and strives to foster an inclusive culture built on respect that affirms inter-group relations and builds cohesion.
All qualified applicants are encouraged to apply and will receive consideration for employment without regard to race, religion, color, national origin, age, sex, sexual orientation, disability status, or any other characteristic protected by applicable law.
To learn more about Northeastern University's commitment and support of diversity and inclusion, please see www.northeastern.edu/diversity .
To apply, visit https://northeastern.wd1.myworkdayjobs.com/en-US/careers/job/Boston-MA-Main-Campus/Postdoctoral-Research-Associate_R113069
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About Northeastern University
Founded in 1898, Northeastern University is a private research university located in the heart of Boston. Northeastern is a leader in worldwide experiential learning, urban engagement, and interdisciplinary research that meets global and societal needs. Our broad mix of experience-based education programs?our signature cooperative education program, as well as student research, service learning, and global learning?build the connections that enable students to transform their lives. The University offers a comprehensive range of undergraduate and graduate programs leading to degrees through the doctorate in nine colleges and schools.
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