Deep learning for physical processes: incorporating prior scientific knowledge
Author:
Publisher
IOP Publishing
Subject
Statistics, Probability and Uncertainty,Statistics and Probability,Statistical and Nonlinear Physics
Link
https://iopscience.iop.org/article/10.1088/1742-5468/ab3195/pdf
Reference32 articles.
1. Linear Latent Force Models Using Gaussian Processes
2. Sea surface temperature estimation using the NOAA 6 satellite advanced very high resolution radiometer
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