Computer Science

Learning fundamental properties of physical systems with machine learning

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SciPy 2019 Keynote: The Invisible Work of Maintaining & Sustaining Open-Source Software

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US Research Software Sustainability Institute

This project is conceptualizing a US Research Software Sustainability Institute that will focus on the entire research software ecosystem — including the people who create, maintain, and use research software — to validate and address various classes of concerns impacting all software development and maintenance projects across all of NSF. The proposed long-term goals of the institute could include:

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Wrap-up and SCiMMA

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Session Panel: Hardware Accelerating Inference and Federated Learning

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Scalable and Efficient Deep Learning on Supercomputers

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Specialized hardware for machine learning

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Probabilistic computing architectures

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Sharing without Showing: Enabling Secure Collaborative Learning via Cryptography

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Session Panel: Frameworks and Approaches to Accelerate Discovery

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