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06/01/2022
Bayesian Learning to Discover Mathematical Operations in Governing Equations of Dynamic Systems
Discovering governing equations from data is critical for diverse scient...
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07/27/2021
Sparse Bayesian Deep Learning for Dynamic System Identification
This paper proposes a sparse Bayesian treatment of deep neural networks ...
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11/15/2019
A Sparse Bayesian Deep Learning Approach for Identification of Cascaded Tanks Benchmark
Nonlinear system identification is important with a wide range of applic...
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05/13/2019