Published December 21, 2022 | Version 3.1.0
Software Open

hIPPYlib: An Extensible Software Framework for Large-Scale Inverse Problems Governed by PDEs

Creators

Description

  • Switch to GitHub Actions for CI
  • Introduce a new function BiLaplacianComputeCoefficients to estimate the PDE coefficient based on a prescribed marginal variance and correlation length
  • Allow BiLaplacianPrior to take spatially varying coefficients as input
  • Add support for non-Gaussian noise models
  • Introduce utilities to interpolate cartesian data (expressed as numpy arrays) on a dolfin mesh.

Notes

If you use this software, please cite it as below.

Files

hippylib/hippylib-3.1.0.zip

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Additional details

Related works

Is supplement to
https://github.com/hippylib/hippylib/tree/3.1.0 (URL)