CAREER: Theoretically Guaranteed Structure-Informed Machine Learning and Data-Driven Structural Inference
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Machine learning is rapidly changing science, engineering, and technology, but many of its most successful methods require enormous amounts of high-quality data. This limits their usefulness in scientific settings where data may be expensive, noisy, incomplete, or difficult to obtain, such as turbulence modeling, molecular design, medical imaging,…
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