Sebastian Heidenreich

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Reconstruction Process

Top Venues

Mach. Learn. Sci. Technol.

J. Open Source Softw.

Publications

Paul Hagemann, Johannes Hertrich, Maren Casfor, Sebastian Heidenreich, Gabriele Steidl
Mixed Noise and Posterior Estimation with Conditional DeepGEM. CoRR (2024)
Paul Hagemann, Johannes Hertrich, Maren Casfor, Sebastian Heidenreich, Gabriele Steidl
Mixed noise and posterior estimation with conditional deepGEM. Mach. Learn. Sci. Technol. 5 (3) (2024)
Nando Hegemann, Sebastian Heidenreich
PyThia: A Python package for Uncertainty Quantification based on non-intrusive polynomial chaos expansions. J. Open Source Softw. 8 (90) (2023)
Martin Eigel, Nando Farchmin, Sebastian Heidenreich, Philipp Trunschke
Adaptive Nonintrusive Reconstruction of Solutions to High-Dimensional Parametric PDEs. SIAM J. Sci. Comput. 45 (2) (2023)
Martin Eigel, Nando Farchmin, Sebastian Heidenreich, Philipp Trunschke
Efficient approximation of high-dimensional exponentials by tensornetworks. CoRR (2021)
Anna Andrle, Nando Farchmin, Paul Hagemann, Sebastian Heidenreich, Victor Soltwisch, Gabriele Steidl
Invertible Neural Networks versus MCMC for Posterior Reconstruction in Grazing Incidence X-Ray Fluorescence. CoRR (2021)
Anna Andrle, Nando Farchmin, Paul Hagemann, Sebastian Heidenreich, Victor Soltwisch, Gabriele Steidl
Invertible Neural Networks Versus MCMC for Posterior Reconstruction in Grazing Incidence X-Ray Fluorescence. SSVM (2021)
Martin Eigel, Nando Farchmin, Sebastian Heidenreich, Philipp Trunschke
Adaptive non-intrusive reconstruction of solutions to high-dimensional parametric PDEs. CoRR (2021)