Jonas Nitzler

Global sensitivity analysis based on Gaussian‐process metamodelling for complex biomechanical problems

Barbara Wirthl, Sebastian Brandstaeter, Jonas Nitzler et al. · International Journal for Numerical Methods in Biomedical Engineering · 2022 · 28 citations · Full text

Computing, Bioengineering, Biological Systems Modeling +13

A Novel Physics-Based and Data-Supported Microstructure Model for\n Part-Scale Simulation of Laser Powder Bed Fusion of Ti-6Al-4V

Jonas Nitzler, Christoph Meier, Kei W. Müller et al. · arXiv (Cornell University) · 2021 · 24 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +17

Tumour growth: An approach to calibrate parameters of a multiphase porous media model based on in vitro observations of Neuroblastoma spheroid growth in a hydrogel microenvironment

Silvia Hervás-Raluy, Barbara Wirthl, Pedro Enrique Guerrero et al. · Computers in Biology and Medicine · 2023 · 23 citations · Full text

Medicine, Bioengineering, Cancer Biology +17

A generalized probabilistic learning approach for multi-fidelity uncertainty quantification in complex physical simulations

Jonas Nitzler, Jonas Biehler, Niklas Fehn et al. · Computer Methods in Applied Mechanics and Engineering · 2022 · 21 citations

Computing, Computational Engineering, Physics +16

Multifidelity approaches for uncertainty quantification

Jonas Biehler, Markus Mäck, Jonas Nitzler et al. · GAMM-Mitteilungen · 2019 · 14 citations · Full text

Computing, Computational Engineering, Bayesian Data Analysis +10