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) Uncertainty quantification, 4) Model interpretability. Experience with other deep learning methods, such as Convolutional or Bayesian Neural Networks, Simulation-Based Inference (SBI), Normalizing Flows
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for CMS members from across the collaboration with a Ph.D. in particle physics and an established track record of expertise in specific areas of high energy physics. A typical Senior DR will have had
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Laboratory or other complex research setting. Scientific excellence demonstrated by a track record of scientific achievement, international collaboration, and strong credentials, along with the skills and
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. The LPC offers a vibrant community of CMS scientists from US and overseas institutions that play leading roles in analysis of data; in the definition and refinement of physics objects; in detector
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computational physics and modeling. The initial term of the Fellowship is for three (3) years and can be considered for an extension of an additional two (2) years. This is a tenure-track position, and at the end