Jonas Nitzler

According to our database, Jonas Nitzler authored at least 9 papers between 2020 and 2024.

Collaborative distances:

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

2024

Bayesian Windkessel calibration using optimized 0D surrogate models.

Jakob Richter, Jonas Nitzler, Luca Pegolotti, Karthik Menon, Jonas Biehler, Wolfgang A. Wall, Daniele E. Schiavazzi, Alison L. Marsden, Martin R. Pfaller

CoRR, 2024

2023

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

Silvia Hervas-Raluy, Barbara Wirthl, Pedro E. Guerrero, Gil Robalo Rei, Jonas Nitzler, Esther Coronado, Jaime Font de Mora Sainz, Bernhard A. Schrefler, María José Gómez-Benito, José Manuel García-Aznar, Wolfgang A. Wall

Comput. Biol. Medicine, June, 2023

Solving Bayesian Inverse Problems With Expensive Likelihoods Using Constrained Gaussian Processes and Active Learning.

Maximilian Dinkel, Carolin M. Geitner, Gil Robalo Rei, Jonas Nitzler, Wolfgang A. Wall

CoRR, 2023

2022

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

Barbara Wirthl, Sebastian Brandstaeter, Jonas Nitzler, Bernhard A. Schrefler, Wolfgang A. Wall

CoRR, 2022

Bayesian calibration of coupled computational mechanics models under uncertainty based on interface deformation.

Harald Willmann, Jonas Nitzler, Sebastian Brandstaeter, Wolfgang A. Wall

Adv. Model. Simul. Eng. Sci., 2022

2021

Physics-Based Modeling and Predictive Simulation of Powder Bed Fusion Additive Manufacturing Across Length Scales.

Christoph Meier, Sebastian L. Fuchs, Nils Much, Jonas Nitzler, Ryan W. Penny, Patrick M. Praegla, Sebastian D. Pröll, Yushen Sun, Reimar Weissbach, Magdalena Schreter, Neil Eugene Hodge, A. John Hart, Wolfgang A. Wall

CoRR, 2021

A Novel Physics-Based and Data-Supported Microstructure Model for Part-Scale Simulation of Ti-6Al-4V Selective Laser Melting.

Jonas Nitzler, Christoph A. Meier, Kei W. Müller, Wolfgang A. Wall, Neil Eugene Hodge

CoRR, 2021

A novel physics-based and data-supported microstructure model for part-scale simulation of laser powder bed fusion of Ti-6Al-4V.

Jonas Nitzler, Christoph Meier, Kei W. Müller, Wolfgang A. Wall, Neil Eugene Hodge

Adv. Model. Simul. Eng. Sci., 2021

2020

A Generalized Probabilistic Learning Approach for Multi-Fidelity Uncertainty Propagation in Complex Physical Simulations.

Jonas Nitzler, Jonas Biehler, Niklas Fehn, Phaedon-Stelios Koutsourelakis, Wolfgang A. Wall

CoRR, 2020