Scholar
Jonas Nitzler
Google Scholar ID: C89qaSAAAAAJ
PhD researcher, Technical University of Munich
Probabilistic Machine Learning
Inverse Problems
Uncertainty Quantification
Numerical Mechanics
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Citations & Impact
All-time
Citations
208
H-index
8
i10-index
7
Publications
13
Co-authors
19
list available
Publications
4 items
Multi-Agent Framework Leveraging Knowledge Graphs for Virtual Commissioning Models
2026
Cited
0
Scalable High-Dimensional Bayesian Field Reconstruction with Finite Elements: Application to 3D Porous Media Flow
2026
Cited
0
Multi-Physics-Enhanced Bayesian Inverse Analysis: Information Gain from Additional Fields
2025
Cited
0
Efficient Bayesian multi-fidelity inverse analysis for expensive and non-differentiable physics-based simulations in high stochastic dimensions
2025
Cited
0
Co-authors
12 total
Wolfgang A. Wall
Professor of Computational Mechanics, Technical University of Munich (TUM)
Jonas Biehler
Institute for Computational Mechanics
Barbara Wirthl
Technical University of Munich, TUM
Phaedon-Stelios Koutsourelakis
Professorship of Data-driven Materials Modeling
Christoph Meier
Lecturer and Senior Researcher, Technical University of Munich (TUM)
Sebastian Brandstäter
University of the Bundeswehr Munich
Niklas Fehn
Postdoctoral Researcher, Augsburg University (DE)
Reimar Weißbach
MIT
