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Dr.-Ing. Andreas Hornig
Person

Affiliations

Institute of Lightweight Engineering and Polymer Technology
- Academic Staff
- andreas.hornig@tu-dresden.de

Identification Numbers

ORCID	0000-0003-2653-7546
Scopus author ID	24780464600
Researcher ID	ABE-9909-2020

A methodology for direct parameter identification for experimental results using machine learning — Real world application to the highly non-linear deformation behavior of FRP

Gerritzen, J., Hornig, A., Winkler, P. & Gude, M., Sept 2024, In: Computational Materials Science. 244 (2024), 10 p., 113274.

Research output: Contribution to journal › Research article › Contributed › peer-review

Digitalized composite material and product development – strategies and methods for multiscale experimental-numerical validation processes using PLM and MBSE approaches

Richter, J., Dammann, M. P., Kluge, M., Saske, B., Arndt, S., Hornig, A., Paetzold-Byhain, K., & 1 othersModler, N., 2 Jul 2024, ECCM21 - Proceedings of the 21st European Conference on Composite Materials: Volume 3 - Material and Structural Behavior – Simulation & Testing. European Society for Composite Materials (ESCM), Vol. 3. p. 1576-1583 8 p.

Research output: Contribution to book/Conference proceedings/Anthology/Report › Conference contribution › Contributed › peer-review

Direct parameter identification for highly nonlinear strain rate dependent constitutive models using machine learning

Gerritzen, J., Hornig, A., Winkler, P. & Gude, M., 2 Jul 2024, ECCM21 - Proceedings of the 21st European Conference on Composite Materials: Volume 3 - Material and Structural Behavior – Simulation & Testing. European Society for Composite Materials (ESCM), Vol. 3. p. 1252-1259 8 p.

Research output: Contribution to book/Conference proceedings/Anthology/Report › Conference contribution › Contributed › peer-review

Numerical investigations on fibre orientation mechanisms of continuous fiber reinforced thermoplastics by joining with metallic pins

Gröger, B., Hornig, A. & Gude, M., 20 Oct 2023.

Research output: Contribution to conferences › Presentation slides › Contributed › peer-review

Modelling delamination in fibre-reinforced composites subjected to through-thickness compression by an adapted cohesive law

Kuhtz, M., Gerritzen, J., Wiegand, J., Hornig, A. & Gude, M., Oct 2023, 14th European LS-DYNA Users Conference. Baden-Baden: DYNAmore GmbH, 9 p.

Research output: Contribution to book/Conference proceedings/Anthology/Report › Conference contribution › Contributed

View all research output (137)

University of Patras

Hornig, A. (Visitor)

20 Sept 2023 → 27 Sept 2023

Activity: Visiting external institutions › Cooperations or projects

Aktuelle KI-Forschungsschwerpunkte im Dresdner Leichtbau

Gerritzen, J. (Speaker), Haider, D. R. (Involved person), Hornig, A. (Involved person), Gude, M. (Involved person)

1 Jun 2023

Activity: Talk or presentation at external institutions/events › Talk/Presentation › Contributed

Effiziente Bestimmung von Materialkennwerten in Faser-Kunststoff-Verbunden durch Deep Learning

Gerritzen, J. (Speaker), Hornig, A. (Involved person), Gude, M. (Involved person)

11 May 2023

Activity: Talk or presentation at external institutions/events › Talk/Presentation › Contributed

View all activities (3)

Oechsler-Preis des WAK

Hornig, A. (Recipient), 2017

Prize: PhD Thesis Prize

View all prizes (1)

Manufacturing of hybrid overmoulded FRP components: Impact of process and environmental parameters on the mechanical properties

von Unold, M. (Creator), Haider, D. R. (Creator), Gerritzen, J. (Creator), Hornig, A. (Creator) & Gude, M. (Creator), Zenodo, 31 Jul 2019

DOI: https://doi.org/10.5281/zenodo.6607440

Dataset: Series

View all research data (1)

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