Dipl.-Ing. Alexander Raßloff
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Dipl.-Ing. Alexander Raßloff
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Chair of Computational and Experimental Solid Mechanics
Visiting address:
Zeunerbau, Room 350 George-Bähr-Straße 3c
01069 Dresden
Research
- data-driven prediction of structure-property linkages for additive manufacturing (Project AMTwin, Project DualLaser)
- structure-property linkages for inverse microstructure design (Project autonomous research)
- ResearchGate, GoogleScholar
Teaching
- Tutorials
Publications
2022
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Microstructure Characterization and Reconstruction in Python: MCRpy , Sep 2022, In: Integrating materials and manufacturing innovation. 11, 3, p. 450-466, 17 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Microstructure Characterization and Reconstruction in Python: MCRpy , 11 Jul 2022Electronic (full-text) versionResearch output: Preprint/documentation/report > Preprint
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Descriptor-based reconstruction of three-dimensional microstructures through gradient-based optimization , 1 Apr 2022, In: Acta materialia. 2022, 227, 117667Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Experimental-numerical analysis of microstructure-property linkages for additively manufactured materials , 17 Mar 2022, In: Procedia Structural Integrity. 38, p. 4-11, 8 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Experimental-Numerical Analysis of Microstructure-Property Linkages for Additively Manufactured Materials , 2022, Advanced Structured Materials. Springer Science and Business Media B.V., p. 189-206, 18 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Chapter in book/anthology/report
2021
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Accessing pore microstructure–property relationships for additively manufactured materials , Nov 2021, In: GAMM-Mitteilungen / Gesellschaft für Angewandte Mathematik und Mechanik. 44, 4, e202100012Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Magneto-Mechanical Coupling in Magneto-Active Elastomers , 2021, In: Materials. 14 (2021), 2, p. 434, 27 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Reconstructing random heterogeneous media through differentiable optimization , 2021, In: Computational Materials ScienceElectronic (full-text) versionResearch output: Contribution to journal > Research article
2020
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FEM-simulation of gas diffusion in solid closed-cell porous materials , May 2020, In: International journal of solids and structures. 190, p. 216-225, 10 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Multiscale modeling and simulation of magneto-active elastomers based on experimental data , 2020, In: Physical Sciences Reviews. 2020, p. 20200012, 31 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
Conference Talks
- A. Raßloff, P. Seibert, K. A. Kalina, M. Kästner
Inverse design of spinodoids from sparse data through Bayesian optimization
11th GAMM AG Data Workshop, Dresden, 2024 - A. Raßloff, P. Seibert, M. Kästner
Inverse microstructure design by Bayesian optimisation through statistical descriptors
1st Conference on Artificial Intelligence in Materials Science and Engineering (AI MSE), Saarbrücken, 2023 - A. Raßloff, P. Seibert, B. Schmidt, K. A. Kalina, M. Kästner
Establishing and optimising structure-property linkages based on statistical descriptors
7th ECCOMAS Young Investigators Conference, Porto, 2023 - A. Raßloff, P. Seibert, K. A. Kalina, M. Kästner
Statistical descriptors in structure-property linkages for inverse microstructure design
93rd GAMM Annual Meeting, Dresden, 2023 - A. Raßloff, P. Seibert, B. Schmidt, M. Kästner
Data-based optimisation of microstructures in the small-data regime through a computational augmentation loop
9th GACM Colloquium, Essen, 2022 - A. Raßloff, P. Seibert, M. Ambati, M. Kästner
Pore-microstructure characterisation, reconstruction and simulation for CT-based fatigue-ranking of additively manufactured materials
8th European Congress on Computational Methods in Applied Sciences and Engineering, Oslo, 2022 - A. Raßloff, P. Seibert, B. Schmidt, M. Kästner
Daten- und simulationsbasierte Struktur-Eigenschaftsbeziehungen für additiv gefertigtes Ti-6Al-4V
3. Fachtagung Werkstoffe und Additive Fertigung, Dresden, 2022 - A. Raßloff, P. Seibert, B. Schmidt, M. Ambati, M. Zimmermann, M. Kästner
A framework for computationally investigating microstructure-property relationships
18th European Mechanics of Materials Conference, Oxford, 2022. - A. Raßloff, P. Schulz, R. Kühne, A.T. Zeuner, M. Ambati, I. Koch, M. Gude, M. Zimmermann, M. Kästner
Experimental-numerical analysis of microstructure-property linkages for additively manufactured materials
9th International Conference on Fatigue Design, Senlis, 2021. - A. Raßloff, P. Schulz, R. Kühne, A.T. Zeuner, M. Ambati, I. Koch, M. Gude, M. Zimmermann, M. Kästner
Experimental-numerical analysis of microstructure-property linkages for additively manufactured materials
16. U.S. National Congress on Computational Mechanics, virtual, 2021. - A. Raßloff, H. Wiemer, M. Zimmermann, M. Kästner
Datengetriebene Prozess-, Werkstoff- und Strukturanalyse für die Additive Fertigung (AMTwin)
DVM Workshop 'Grundlagen und Beispiele zur Digitalisierung für die Materialforschung und -prüfung', Berlin, 2020.
Awards
- Georg-Helm-Preis der TU Dresden, 2020
- Enno Heidebroek-Urkunde der TU Dresden, 2020