Publications
109 Entries
2024
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Viscoelasticity with physics-augmented neural networks: model formulation and training methods without prescribed internal variables , 6 May 2024, In: Computational Mechanics. 2024Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Rate- and temperature-dependent ductile-to-brittle fracture transition: Experimental investigation and phase-field analysis for toffee , Feb 2024, In: Engineering fracture mechanics. 297, 109878Electronic (full-text) versionResearch output: Contribution to journal > Research article
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DA-VEGAN: Differentiably Augmenting VAE-GAN for microstructure reconstruction from extremely small data sets , Jan 2024, In: Computational materials science. 232, 112661Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Statistical analysis of effective crack properties by microstructure reconstruction and phase-field modeling , 2024, In: Archive of applied mechanicsElectronic (full-text) versionResearch output: Contribution to journal > Research article
2023
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Economic fatigue damage monitoring for vehicle fleets using the scattering transform , Dec 2023, In: Proceedings in applied mathematics and mechanics : PAMM. 23, 4, e202300192Electronic (full-text) versionResearch output: Contribution to journal > Conference article
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"Mechanik macht Spaß": Lehrveranstaltung Technische Mechanik - Statik/Festigkeitslehere - nach 2 Jahren Corona , Dec 2023, In: Lessons Learned. 5, 1Research output: Contribution to journal > Research article
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Fatigue crack growth in anisotropic aluminium sheets — phase-field modelling and experimental validation , Nov 2023, In: International Journal of Fatigue. 176, 107874Electronic (full-text) versionResearch output: Contribution to journal > Research article
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On the relevance of descriptor fidelity in microstructure reconstruction , 15 Sep 2023, In: PAMM. 23, 3, e202300116Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Experimental and numerical characterization of imperfect additively manufactured lattices based on triply periodic minimal surfaces , Sep 2023, In: Materials and Design. 233(2023), 18 p., 112197Electronic (full-text) versionResearch output: Contribution to journal > Research article
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A comparative study on different neural network architectures to model inelasticity , 18 Jul 2023, In: International Journal for Numerical Methods in Engineering. 2023, 124, p. 4802-4840, 39 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article