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Raelynn Wonnacot

University of Maryland, College Park

College Park

College Park, MD 20742

United States

  • University of Maryland, College Park

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Scholarly Papers (1)

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Uncertainty Quantification of Neural Network Models of Evolving Processes Via Langevin Sampling

Number of pages: 23 Posted: 03 Jun 2025
Reese Jones, Cosmin Safta, Ravi G. Patel, Raelynn Wonnacot, Dan S. Bolintineanu, Craig M. Hamel and Sharlotte Kramer
Sandia National Laboratories, affiliation not provided to SSRN, Sandia National Laboratories, University of Maryland, College Park, Sandia National Laboratories, Sandia National Laboratories and Sandia National Laboratories
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Abstract:

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Uncertainty quantification, variational inference, Langevin sampling, neural networks, score function, Bayesian last layer.