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Field
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planetary surface environments over geologic time. Develop algorithms and workflows for analyzing global imagery and topography of Mars to meet mission science goals. This will include posing inverse problems
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for estimating emissions using atmospheric budgets and atmospheric inversions. · Share leadership of the research group deploying, operating, and analyzing these trace gas emissions. · Lead and
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for automated interpretation. Inferring user activity directly from aggregate or sub-metered power consumption is a challenging inverse problem: activity signatures are noisy, non-stationary, and often ambiguous
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algebra of assembly (sequential, parallel, feedback, refinement); semantic projections and system-level invariants over trajectories. Architecture synthesis as an inverse problem — given a specification
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reconstruction from projections measured at many rotation angles. These are two inverse problems, each with its own sampling requirements that can be significantly relaxed through sparsity. The questions we want
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reconstruction from projections measured at many rotation angles. These are two inverse problems, each with its own sampling requirements that can be significantly relaxed through sparsity. The questions we want
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measurements. Our pipeline reconstructs each projection from thousands of diffraction patterns, followed by volume reconstruction from projections measured at many rotation angles. These are two inverse problems
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. Research Focus 7: AI-enabled Agricultural Materials (Qiang Li) Develop intelligent algorithms for agricultural materials genomics, including knowledge-embedded graph neural networks and inverse design
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, including data valuation, data sharing and data provenance; Incentives in collaborative AI, including mechanism design and cooperative game theory; Inverse problems in machine learning such as machine
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Assistant Professor Position in Transient Electromagnetic Signal Processing, Modelling and Inversion
discipline. * Demonstrated expertise in transient electromagnetic (TEM) forward modelling and inversion. * Experience implementing numerical solutions to electromagnetic field problems. * Experience working