Jonas Nitzler

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Gaussian Process

Top Venues

Adv. Model. Simul. Eng. Sci.

Comput. Biol. Medicine

Publications

Jakob Richter, Jonas Nitzler, Luca Pegolotti, Karthik Menon, Jonas Biehler, Wolfgang A. Wall, Daniele E. Schiavazzi, Alison L. Marsden, Martin R. Pfaller
Bayesian Windkessel calibration using optimized 0D surrogate models. CoRR (2024)
Maximilian Dinkel, Carolin M. Geitner, Gil Robalo Rei, Jonas Nitzler, Wolfgang A. Wall
Solving Bayesian Inverse Problems With Expensive Likelihoods Using Constrained Gaussian Processes and Active Learning. CoRR (2023)
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
observations of Neuroblastoma spheroid growth in a hydrogel microenvironment. Comput. Biol. Medicine 159 (2023)
Harald Willmann, Jonas Nitzler, Sebastian Brandstaeter, Wolfgang A. Wall
Bayesian calibration of coupled computational mechanics models under uncertainty based on interface deformation. Adv. Model. Simul. Eng. Sci. 9 (1) (2022)
Barbara Wirthl, Sebastian Brandstaeter, Jonas Nitzler, Bernhard A. Schrefler, Wolfgang A. Wall
Global sensitivity analysis based on Gaussian-process metamodelling for complex biomechanical problems. CoRR (2022)
Harald Willmann, Jonas Nitzler, Sebastian Brandstaeter, Wolfgang A. Wall
Bayesian calibration of coupled computational mechanics models under uncertainty based on interface deformation. CoRR (2022)
Jonas Nitzler, Christoph Meier, Kei W. Müller, Wolfgang A. Wall, Neil E. Hodge
A novel physics-based and data-supported microstructure model for part-scale simulation of laser powder bed fusion of Ti-6Al-4V. Adv. Model. Simul. Eng. Sci. 8 (1) (2021)
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 E. Hodge, A. John Hart, Wolfgang A. Wall
Physics-Based Modeling and Predictive Simulation of Powder Bed Fusion Additive Manufacturing Across Length Scales. CoRR (2021)
Jonas Nitzler, Christoph A. Meier, Kei W. Müller, Wolfgang A. Wall, Neil E. Hodge
A Novel Physics-Based and Data-Supported Microstructure Model for Part-Scale Simulation of Ti-6Al-4V Selective Laser Melting. CoRR (2021)
Jonas Nitzler, Jonas Biehler, Niklas Fehn, Phaedon-Stelios Koutsourelakis, Wolfgang A. Wall
A Generalized Probabilistic Learning Approach for Multi-Fidelity Uncertainty Propagation in Complex Physical Simulations. CoRR (2020)