Philipp Knechtges

According to our database, Philipp Knechtges authored at least 8 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Sparse Bayesian learning for label efficiency in cardiac real-time MRI.

Anja Bach, Achim Basermann, Darius Gerlach, Philipp Knechtges, Jens Tank, Raúl Tempone, Felix Terhag

Stat. Comput., February, 2026

2025

Uncertainty Quantification in Machine Learning Based Segmentation: A Post-Hoc Approach for Left Ventricle Volume Estimation in MRI.

Felix Terhag, Philipp Knechtges, Achim Basermann, Raúl Tempone

SIAM/ASA J. Uncertain. Quantification, 2025

Preconditioned FEM-based neural networks for solving incompressible fluid flows and related inverse problems.

Franziska Griese, Fabian Hoppe, Alexander Rüttgers, Philipp Knechtges

J. Comput. Appl. Math., 2025

Engineering a large-scale data analytics and array computing library for research: Heat.

Fabian Hoppe, Juan Pedro Gutiérrez H. Muriedas, Michael Tarnawa, Philipp Knechtges, Björn Hagemeier, Kai Krajsek, Alexander Rüttgers, Markus Götz, Claudia Comito

Electron. Commun. Eur. Assoc. Softw. Sci. Technol., 2025

2024

FEM-based Neural Networks for Solving Incompressible Fluid Flows and Related Inverse Problems.

Franziska Griese, Fabian Hoppe, Alexander Rüttgers, Philipp Knechtges

CoRR, 2024

2023

An Eigenvalue-Free Implementation of the Log-Conformation Formulation.

Florian Becker, Katharina Rauthmann, Lutz Pauli, Philipp Knechtges

CoRR, 2023

2020

HeAT - a Distributed and GPU-accelerated Tensor Framework for Data Analytics.

Markus Götz, Charlotte Debus, Daniel Coquelin, Kai Krajsek, Claudia Comito, Philipp Knechtges, Björn Hagemeier, Michael Tarnawa, Simon Hanselmann, Martin Siggel, Achim Basermann, Achim Streit

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2016

Automatic implementation of material laws: Jacobian calculation in a finite element code with TAPENADE.

Florian Zwicke, Philipp Knechtges, Marek Behr, Stefanie Elgeti

Comput. Math. Appl., 2016