Jonas Nitzler

Cited by

	All	Since 2019
Citations	113	113
h-index	7	7
i10-index	5	5

2019202020212022202320242 2 22 25 38 24

Public access

View all

6 articles

1 article

available

not available

Based on funding mandates

Co-authors

Wolfgang A. WallProfessor of Computational Mechanics, Technical University of Munich (TUM)Verified email at lnm.mw.tum.de
Jonas BiehlerInstitute for Computational MechanicsVerified email at lnm.mw.tum.de
Christoph MeierLecturer and Senior Researcher, Technical University of Munich (TUM)Verified email at lnm.mw.tum.de
Phaedon-Stelios KoutsourelakisProfessorship of Data-driven Materials ModelingVerified email at tum.de
bernhard schreflerUniversity of PaduaVerified email at dicea.unipd.it
Niklas FehnPostdoctoral Researcher, Augsburg University (DE)Verified email at uni-a.de
Sebastian BrandstäterUniversity of the Bundeswehr MunichVerified email at unibw.de
Kei W. MuellerTUMVerified email at lnm.mw.tum.de
Reimar WeißbachMITVerified email at mit.edu
Sebastian L. FuchsTechnical University of Munich (TUM)Verified email at tum.de
A. John HartMITVerified email at mit.edu
José Manuel Garcia-AznarUniversity of ZaragozaVerified email at unizar.es
Michael HanssUniversity of Stuttgart, GermanyVerified email at itm.uni-stuttgart.de
Markus MäckInstitute of Engineering and Computational Mechanics, University of StuttgartVerified email at itm.uni-stuttgart.de
Silvia Hervas-RaluyPhD in Biomedical Engineering, University of ZaragozaVerified email at unizar.es

Jonas Nitzler

PhD researcher, Technical University of Munich

Verified email at tum.de - Homepage

Probabilistic Machine Learning Inverse Problems Uncertainty Quantification Numerical Mechanics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Physics-Based Modeling and Predictive Simulation of Powder Bed Fusion Additive Manufacturing Across Length Scales C Meier, SL Fuchs, N Much, J Nitzler, RW Penny, PM Praegla, SD Pröll, ... GAMM-Mitteilungen. (2021), e202100014. https://doi.org/10.1002/gamm.202100014, 2021	32	2021
A generalized probabilistic learning approach for multi-fidelity uncertainty quantification in complex physical simulations J Nitzler, J Biehler, N Fehn, PS Koutsourelakis, WA Wall Computer Methods in Applied Mechanics and Engineering 400, 115600, 2022	20*	2022
A novel physics-based and data-supported microstructure model for part-scale simulation of laser powder bed fusion of Ti-6Al-4V J Nitzler, C Meier, KW Müller, WA Wall, NE Hodge Advanced Modeling and Simulation in Engineering Sciences 8 (1), 16, 2021	17	2021
Multifidelity approaches for uncertainty quantification J Biehler, M Mäck, J Nitzler, M Hanss, PS Koutsourelakis, WA Wall GAMM‐Mitteilungen 42 (2), e201900008, 2019	14	2019
QUEENS—a software platform for uncertainty quantification, physicsinformed machine learning, Bayesian optimization, inverse problems and simulation analytics: user guide J Biehler, J Nitzler, WA Wall, V Gravemeier AdCo EngineeringGW, 2019	12	2019
Global sensitivity analysis based on Gaussian‐process metamodelling for complex biomechanical problems B Wirthl, S Brandstaeter, J Nitzler, BA Schrefler, WA Wall International journal for numerical methods in biomedical engineering 39 (3 …, 2023	8	2023
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 S Hervas-Raluy, B Wirthl, PE Guerrero, GR Rei, J Nitzler, E Coronado, ... Computers in Biology and Medicine 159, 106895, 2023	7*	2023
Bayesian calibration of coupled computational mechanics models under uncertainty based on interface deformation H Willmann, J Nitzler, S Brandstäter, WA Wall Advanced modeling and simulation in engineering sciences 9 (1), 24, 2022	3	2022
Solving Bayesian Inverse Problems With Expensive Likelihoods Using Constrained Gaussian Processes and Active Learning M Dinkel, CM Geitner, GR Rei, J Nitzler, WA Wall arXiv preprint arXiv:2312.08085, 2023		2023
Global sensitivity analysis of complex biomechanical models S Brandstaeter, B Wirthl, J Nitzler, WA Wall

The system can't perform the operation now. Try again later.

Articles 1–10

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors