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02/14/2023
Comparison of Ensemble-Based Data Assimilation Methods for Sparse Oceanographic Data
For oceanographic applications, probabilistic forecasts typically have t...
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04/06/2022
VNIbCReg: VICReg with Neighboring-Invariance and better-Covariance Evaluated on Non-stationary Seismic Signal Time Series
One of the latest self-supervised learning (SSL) methods, VICReg, showed...
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07/07/2020
Learning excursion sets of vector-valued Gaussian random fields for autonomous ocean sampling
Improving and optimizing oceanographic sampling is a crucial task for ma...
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11/21/2017
Data Assimilation for a Geological Process Model Using the Ensemble Kalman Filter
We consider the problem of conditioning a geological process-based compu...
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01/20/2012