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PhD Positions in Machine Learning, Nonlinear Dynamics, and Control (Spring or Fall 2026)

Applications are invited for two PhD positions in Electrical Engineering at Colorado State University in the interdisciplinary areas of Machine Learning (ML) in Nonlinear Dynamics and Control for the start date of Spring or Fall 2026. The Research areas are:

AI and ML in Nonlinear Dynamical Systems
Data-driven models will be developed for tasks such as time-series prediction and the forecasting of extreme events in complex and dynamical systems. Hybrid Control Systems
Control strategies will be explored that combine machine learning methods with classical control theory to enhance adaptability, robustness, and system performance. Collective Behavior in Complex Dynamical Networks
Emergent phenomena such as synchronization and pattern formation will be studied in large-scale networks, with emphasis placed on applications in neuroscience (e.g., brain dynamics) and engineering (e.g., power and sensor networks).

Highly motivated

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Job Overview and Description:

One to two exciting post-doctoral research associate positions are available for individuals interested to pursue scholarly research in transportation engineering at Western Kentucky University (WKU), particularly in transportation safety (crash analysis). Candidates need to demonstrate prior experience and publication record in prestigious journals specialized in traffic safety as part of their resume, such as: Accident Analysis & Prevention, Transportation Research Record, Journal of Safety Research, Safety Science, ASCE: Journal of Transportation Engineering, Traffic Injury Prevention, etc. The position is secured for one year, with the possibility of extension pending satisfactory performance and funding availability. The duties include the following:

– Work on several transportation safety grants sponsored by the Kentucky Transportation Cabinet (KYTC or the Kentucky DOT), including motorcycle safety, distracted driving crashes, roundabout and Restricted Crossing U-Turn (RCUT) intersection safety, and application of artificial intelligence and machine learning techniques

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Optical Designer (0346U), Space Sciences Laboratory – 80181

About Berkeley

At the University of California, Berkeley, we are dedicated to fostering a community where everyone feels welcome and can thrive. Our culture of openness, freedom and belonging make it a special place for students, faculty and staff.

As a world-leading institution, Berkeley is known for its academic and research excellence, public mission, diverse student body, and commitment to equity and social justice. Since our founding in 1868, we have driven innovation, creating global intellectual, economic and social value.

We are looking for applicants who reflect California’s diversity and want to be part of an inclusive, equity-focused community that views education as a matter of social justice. Please consider whether your values align with our Guiding Values and Principles, Principles of Community, and Strategic Plan.

At UC Berkeley, we believe that learning is a fundamental part of working, and

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Job ID: 260732

Graduate Research Assistant
Michigan Technological University Job Categories Graduate Student
Academic Fields Mechanical Engineering

Position Opening: Fully Funded PhD student

We are seeking a highly motivated graduate student for a research position focused on developing marine energy systems. Below are the details of the opening. Those who have an interest in the position, please feel free to contact Dr. Zou ([email protected]).

Position Details:

Title: Graduate Research Assistant Expected Starting Time: 9/1/2025 Number of Openings: One (1) Department: Mechanical and Aerospace Engineering Research Area: Wave Energy, Underwater vehicle, Hydrodynamics modeling, Control,

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