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around chemical fumes May work around standard office conditions May work around biohazards May work around chemicals May work around electrical and mechanical hazards Physical Tasks Repetitive use of a
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differentiable programming and physics informed machine learning (Graph Neural Networks and Neural Operators) for solving inverse and optimization problems. Develop AI-accelerated numerical methods for identifying
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implementation and evaluation of the online Canvas course plug-in (e.g., analyzing quantitative and qualitative feedback from student users, preparing manuscripts about this process for teaching-focused outlets
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for predicting carbon cycle in permafrost. Conduct numerical experiments to explore the coupled physics that lead to permafrost melting and greenhouse gas emissions. Compile and analyze Arctic environmental data