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Zongfu Yu University of Wisconsin, Madison Designing Metasurfaces Using Inverse Scattering Methods Physics-guided Machine Learning for the Inverse Design of Metasurfaces Howard (Ho Wai) Lee Baylor University Designing Structured Materials for Improved Parametric Processes Ultrafast Nonlinear Optics in Active Conducting Oxide Metasurfaces Zubin Jacob Purdue University Designing Structured Materials for Improved Parametric Processes Reasonance Energy Transfer Model of No-Harmonic Light Shelley Claridge Purdue University Synthesis of Molecular Assemblies Translating Molecular Assembly in the Cell Membrane to Nanoscopic Graphene Devices Erlich Columbia University in the City of New York DNA Encryption Resistant and Scalable Storage Using Semi-synthetic DNA Michael Smanski University of Minnesota Ecological Niche-preference Engineering Engineering Reproductive Barriers to Accelerate Niche Differentiation Andrew Nuss University of Nevada, Reno Ecological Niche-preference Engineering Development of Strategies to Target Key Mosquito Host-seeking Factors Governing Human Host Preference Liang Guo The Ohio State University Engineered Neurobiological Systems Implantable, Programmable Integrated Cellular Circuits Alexander Green Arizona State University Biopolymers on Demand Artificial Ribosomes for Fully Programmable Synthesis of Nonribosomal Peptides David Cook Kansas State University Approaches to Reduce Agricultural Loss and Increase Crop Productivity Transcriptome Engineering for Enhanced Agronomic Defense, Response and Performance Mykel Kochenderfer Stanford University Life-Long Learning Modular Representations and Coordination for Lifelong Learning Mohit Bansal The University of North Carolina at Chapel Hill Life-Long Learning Dynamically Revising Neural Networks via Commonsense and Conversational Feedback Zico Kolter Carnegie Mellon University Online Machine Learning for Sequential Decision Making Learning Optimization: Optimization in the Loop in Deep Learning Models