CAREER: Data-Driven Learning of Interpretable and Extrapolative Models of Complex Systems with Sparse Data
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Modern scientific and engineering challenges, from understanding cell growth to predicting material failure and crack formation under stress, require complex modeling and expensive experiments. While machine learning has demonstrated remarkable potential to accelerate scientific discovery for highly complex systems and reduce costs, its adoption…
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