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Computational Electron Microscopy for the Characterization of Soft, Hard, and Hybrid Materials
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Nonequilibrium Dynamics of Soft Materials
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Integrating Machine Learning and Symbolic Reasoning: Learning to Generate Symbolic Representations from Weak Supervision
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Methods for Images, Time Series, and Activation Functions with Deep Neural Networks
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Machine learning approaches towards understanding movement planning in naturalistic settings
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Modeling Bacterial Infection Risk for Data-Driven Antibiotic De-Escalation in Critically Ill Adults
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Design of Tungsten-free, L12-strengthened Cobalt-based Superalloys
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Learning from Limited and Imperfect Data in Cyber-Physical System
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Digitization for Innovative Platform Design and Advertising
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Toward a Digital Twin of Metal Additive Manufacturing: Process Optimization and Control Enabled by Physics-based and Data-driven Models
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