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Merged
merged 11 commits into from
Mar 13, 2025
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Bayesian operator inference:

  • New roms.BayesianROM class.
  • New supporting class roms.OperatorPosterior.
  • Updates to relevant least-squares solvers.

These changes implement the framework proposed in the paper Bayesian operator inference for data-driven reduced-order modeling by Guo, McQuarrie, and Willcox.

Also, updates to the Literature page for early 2025.

@shanemcq18 shanemcq18 added the enhancement New feature or request label Mar 13, 2025
@shanemcq18 shanemcq18 merged commit b1c2385 into Willcox-Research-Group:main Mar 13, 2025
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@shanemcq18 shanemcq18 deleted the bayes branch March 13, 2025 23:32
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