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J

Jonas Nitzler

institute for computational mechanics

6H-index
22Paper Count
142Citation Count
Published Papers 6
Publication Date
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QUEENS: an open-source Python framework for solver-independent analyses of large-scale computational models – from parameter studies and identification, sensitivity analysis, surrogates, optimization, (Bayesian) forward and backward uncertainty quantification to digital twinning
errEngineering with Computers
IF4.9
err2026-08-03
err0
errOAAI
errJonas Biehler; Jonas Nitzler; Sebastian Brandstaeter; Maximilian Dinkel; Volker Gravemeier; Lea J. Haeusel; Gil Robalo Rei; Harald Willmann; Barbara Wirthl; Wolfgang A. Wall
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Multi-physics-enhanced Bayesian inverse analysis: Information gain from additional fields
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-01-12
err0
errOAAI
errLea J. Haeusel; Jonas Nitzler; Lea J. Köglmeier; Wolfgang A. Wall
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errSave
Efficient Bayesian multi-fidelity inverse analysis for expensive and non-differentiable physics-based simulations in high stochastic dimensions
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-10-10
err0
errOAAI
errJonas Nitzler; Buğrahan Z. Temür; Phaedon-S. Koutsourelakis; Wolfgang A. Wall
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errSave
Bayesian Windkessel calibration using optimized zero-dimensional surrogate models
errPHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
IF3.7
err2025-03-13
err1
PREAI
errRichter, Jakob; Nitzler, Jonas; Pegolotti, Luca; Menon, Karthik; Biehler, Jonas; Wall, Wolfgang A.; Schiavazzi, Daniele E.; Marsden, Alison L.; Pfaller, Martin R.
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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
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2023-06-01
err6
errOAAI
errHervas-Raluy, Silvia; Wirthl, Barbara; Guerrero, Pedro E.; Rei, Gil Robalo; Nitzler, Jonas; Coronado, Esther; Sainz, Jaime Font de Mora; Schrefler, Bernhard A.; Gomez-Benito, Maria Jose; Garcia-Aznar, Jose Manuel; Wall, Wolfgang A.
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errSave
A generalized probabilistic learning approach for multi-fidelity uncertainty quantification in complex physical simulations
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2022-10-01
err8
errOAAI
errNitzler, Jonas; Biehler, Jonas; Fehn, Niklas; Koutsourelakis, Phaedon-Stelios; Wall, Wolfgang A.
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Research Directions

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Co-authors
Cooperation Journals
W
Wolfgang A. Wall
H-index: 66 · Papers: 842
A
Alison L. Marsden
H-index: 59 · Papers: 491
B
Bernhard A. Schrefler
H-index: 57 · Papers: 386
J
José Manuel García‐Aznar
H-index: 46 · Papers: 289
J
Jaime Font de Mora
H-index: 32 · Papers: 164
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