A novel physics-based and data-supported microstructure model for part-scale simulation of laser powder bed fusion of Ti-6Al-4V
Nitzler, Jonas, Meier, Christoph, Müller, Kei W., Wall, Wolfgang A., Hodge, N. E.
Published in Advanced modeling and simulation in engineering sciences (27.07.2021)
Published in Advanced modeling and simulation in engineering sciences (27.07.2021)
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Journal Article
Bayesian calibration of coupled computational mechanics models under uncertainty based on interface deformation
Willmann, Harald, Nitzler, Jonas, Brandstäter, Sebastian, Wall, Wolfgang A.
Published in Advanced modeling and simulation in engineering sciences (22.12.2022)
Published in Advanced modeling and simulation in engineering sciences (22.12.2022)
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Journal Article
A generalized probabilistic learning approach for multi-fidelity uncertainty quantification in complex physical simulations
Nitzler, Jonas, Biehler, Jonas, Fehn, Niklas, Koutsourelakis, Phaedon-Stelios, Wall, Wolfgang A.
Published in Computer methods in applied mechanics and engineering (01.10.2022)
Published in Computer methods in applied mechanics and engineering (01.10.2022)
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Journal Article
Global sensitivity analysis based on Gaussian‐process metamodelling for complex biomechanical problems
Wirthl, Barbara, Brandstaeter, Sebastian, Nitzler, Jonas, Schrefler, Bernhard A., Wall, Wolfgang A.
Published in International journal for numerical methods in biomedical engineering (01.03.2023)
Published in International journal for numerical methods in biomedical engineering (01.03.2023)
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Journal Article
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
Hervas-Raluy, Silvia, Wirthl, Barbara, Guerrero, Pedro E., Robalo Rei, Gil, Nitzler, Jonas, Coronado, Esther, Font de Mora Sainz, Jaime, Schrefler, Bernhard A., Gomez-Benito, Maria Jose, Garcia-Aznar, Jose Manuel, Wall, Wolfgang A.
Published in Computers in biology and medicine (01.06.2023)
Published in Computers in biology and medicine (01.06.2023)
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Journal Article
Physics‐based modeling and predictive simulation of powder bed fusion additive manufacturing across length scales
Meier, Christoph, Fuchs, Sebastian L., Much, Nils, Nitzler, Jonas, Penny, Ryan W., Praegla, Patrick M., Proell, Sebastian D., Sun, Yushen, Weissbach, Reimar, Schreter, Magdalena, Hodge, Neil E., John Hart, A., Wall, Wolfgang A.
Published in Mitteilungen der Gesellschaft für Angewandte Mathematik und Mechanik (01.09.2021)
Published in Mitteilungen der Gesellschaft für Angewandte Mathematik und Mechanik (01.09.2021)
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Journal Article
Bayesian calibration of coupled computational mechanics models under uncertainty based on interface deformation
Willmann, Harald, Nitzler, Jonas, Brandstaeter, Sebastian, Wall, Wolfgang A
Published in arXiv.org (10.06.2022)
Published in arXiv.org (10.06.2022)
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Journal Article
Solving Bayesian Inverse Problems With Expensive Likelihoods Using Constrained Gaussian Processes and Active Learning
Dinkel, Maximilian, Geitner, Carolin M, Rei, Gil Robalo, Nitzler, Jonas, Wall, Wolfgang A
Year of Publication 13.12.2023
Year of Publication 13.12.2023
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Journal Article
Bayesian Windkessel calibration using optimized 0D surrogate models
Richter, Jakob, Nitzler, Jonas, Pegolotti, Luca, Menon, Karthik, Biehler, Jonas, Wall, Wolfgang A, Schiavazzi, Daniele E, Marsden, Alison L, Pfaller, Martin R
Year of Publication 22.04.2024
Year of Publication 22.04.2024
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Journal Article
Global sensitivity analysis based on Gaussian-process metamodelling for complex biomechanical problems
Wirthl, Barbara, Brandstaeter, Sebastian, Nitzler, Jonas, Schrefler, Bernhard A, Wall, Wolfgang A
Published in arXiv.org (21.06.2022)
Published in arXiv.org (21.06.2022)
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Paper
Journal Article
A Novel Physics-Based and Data-Supported Microstructure Model for Part-Scale Simulation of Laser Powder Bed Fusion of Ti-6Al-4V
Nitzler, Jonas, Meier, Christoph, Müller, Kei W, Wall, Wolfgang A, Hodge, Neil E
Year of Publication 14.01.2021
Year of Publication 14.01.2021
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Journal Article
A Generalized Probabilistic Learning Approach for Multi-Fidelity Uncertainty Propagation in Complex Physical Simulations
Nitzler, Jonas, Biehler, Jonas, Fehn, Niklas, Koutsourelakis, Phaedon-Stelios, Wall, Wolfgang A
Year of Publication 09.01.2020
Year of Publication 09.01.2020
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Journal Article
Physics-Based Modeling and Predictive Simulation of Powder Bed Fusion Additive Manufacturing Across Length Scales
Meier, Christoph, Fuchs, Sebastian L, Much, Nils, Nitzler, Jonas, Penny, Ryan W, Praegla, Patrick M, Pröll, Sebastian D, Sun, Yushen, Weissbach, Reimar, Schreter, Magdalena, Hodge, Neil E, Hart, A John, Wall, Wolfgang A
Published in arXiv.org (29.07.2021)
Published in arXiv.org (29.07.2021)
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Journal Article