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Paul M. Laiu

Government of the United States of America - Oak Ridge National Laboratory

1 Bethel Valley Road, P.O. Box 2008, Mail Stop 608

Room B-106, Building 5700

Oak Ridge, TN 37831

United States

  • Government of the United States of America - Oak Ridge National Laboratory

SCHOLARLY PAPERS

2

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139

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Scholarly Papers (2)

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1.

Structure-Preserving Neural Networks for the Regularzied Entropy-Based Closure of the Boltzmann Moment System

Number of pages: 32 Posted: 03 May 2024
Steffen Schotthoefer, Paul M. Laiu, Cory Hauck and Martin Frank
Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory and Karlsruhe Institute of Technology
Downloads 74 (844,901)

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Kinetic Theory, Moment Methods, Entropy Closure, Regularized Optimization, neural networks

2.

Designing Resilient IoT and Edge Computing with Federated TinyML (DRIFT)

Number of pages: 34 Posted: 02 Sep 2025
Paul M. Laiu, Mingyan Li, Jeff Nichols, Mike Huettel, Isaac Sikkema and Mahim Mathur
Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory and Government of the United States of America - Oak Ridge National Laboratory
Downloads 65 (961,006)

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Internet of Things, Edge Computing, Intrusion Detection, TinyML, Federated Learning, IoT Testbed, IoT Security, Virtualization, Cognitive Cyber