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Jan Koune's Projects

bayesian_si_with_correlation icon bayesian_si_with_correlation

Code repository for the paper "Bayesian system identification for structures considering spatial and temporal correlation".

gdm-pce icon gdm-pce

Source code of: "Manifold learning-based polynomial chaos expansions for high-dimensional surrogate models" arXiv:2107.09814v1.

harlow icon harlow

A Python package for adaptive sampling and surrogate modelling.

latent_ode icon latent_ode

Code for "Latent ODEs for Irregularly-Sampled Time Series" paper

tripy icon tripy

A package for efficient likelihood evaluation and sampling for Multivariate Normal distributions with structured covariance matrices

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