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Moritz Flaschel

FAU Erlangen- Nurnberg

SCHOLARLY PAPERS

4

DOWNLOADS

1,002

TOTAL CITATIONS

7

Scholarly Papers (4)

1.

Material Fingerprinting for rapid discovery of hyperelastic models: First experimental validation

Number of pages: 17 Posted: 22 Sep 2025
Denisa Martonová, Ellen Kuhl and Moritz Flaschel
Friedrich-Alexander-Universität Erlangen-Nürnberg, Stanford University and FAU Erlangen- Nurnberg
Downloads 403 (183,570)

Abstract:

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material model discovery, pattern recognition, lookup table, database, experimental validation

2.

Automated discovery of generalized standard material models with EUCLID

Number of pages: 24 Posted: 02 Nov 2022
Moritz Flaschel, Siddhant Kumar and Laura De Lorenzis
FAU Erlangen- Nurnberg, Delft University of Technology and ETH Zürich
Downloads 287 (264,351)

Abstract:

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automated discovery, Constitutive models, generalized standard materials, interpretable models, sparse regression, inverse problems

3.

Convex Neural Networks Learn Generalized Standard Material Models

Number of pages: 26 Posted: 16 Nov 2024
FAU Erlangen- Nurnberg, Friedrich-Alexander-Universität Erlangen-Nürnberg, ETH Zürich and Stanford University
Downloads 275 (281,617)
Citation 7

Abstract:

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generalized standard materials, input convex neural networks, thermodynamic consistency, internal variables, automatic differentiation

4.

Single-Test Evaluation of Directional Elastic Properties of Anisotropic Structured Materials

Number of pages: 38 Posted: 12 May 2023
Intel Corporation, FAU Erlangen- Nurnberg, Delft University of Technology, ETH Zürich and California Institute of Technology (Caltech)
Downloads 37 (1,222,651)

Abstract:

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Anisotropy, Shear-normal coupling, Virtual fields method, Metamaterial design, Data-driven identification, Inverse problems