.webp)
美国麻省理工学院博士后职位招聘–离子体物理学或密切相关的科学和工程学科
Job Description
POSTDOCTORAL ASSOCIATE, Plasma Science and Fusion Center (PSFC), to work in the area of experimental fusion plasma and stability physics research. The research will primarily focus on the DIII-D tokamak, a cornerstone element in the U.S. fusion program strategy and in view of advanced ITER operations. Emphasis will be placed on the analysis of model and data uncertainties for real-time applications, with a preference for the development of probabilistic frameworks for time-to-event predictions. Will continue the development of real-time models for DIII-D disruption prediction to be employed as alarms to off-normal events or as proximity-to-instability monitoring; lead the integration of such algorithms with the Disruption Free Protocol at DIII-D to qualify relevant solutions for ITER scenarios; contribute original research to the PSFC program, produce work for publication, and present work at scientific conferences; and mentor graduate students.
Job Requirements
REQUIRED: a Ph.D. in plasma physics or closely related science and engineering discipline; experience working with data at scale and understanding plasma stability, disruptions, and their experimental measurements; proficiency with Python or MATLAB programming; and experience with common open-source software development practices.
Must be able to communicate effectively and work in a dynamic, fast-paced team environment with staff and students from MIT, other universities, national laboratories, and private industry. REQUIRED: experience applying machine learning to predictive modeling.
The position will be located at General Atomics, San Diego, California, with occasional travel to MIT to reconnect with the team.