Alexander Henkes

Orcid: 0000-0003-4615-9271

According to our database1, Alexander Henkes authored at least 8 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Generative adversarial networks enable outlier detection and property monitoring for additive manufacturing of complex structures.
Eng. Appl. Artif. Intell., 2024

Generalization capabilities of MeshGraphNets to unseen geometries for fluid dynamics.
CoRR, 2024

Deterministic and statistical calibration of constitutive models from full-field data with parametric physics-informed neural networks.
CoRR, 2024

2022
Artifical neural networks in continuum micromechanics.
PhD thesis, 2022

Spiking neural networks for nonlinear regression.
CoRR, 2022

Three-dimensional microstructure generation using generative adversarial neural networks in the context of continuum micromechanics.
CoRR, 2022

2021
A deep learning driven pseudospectral PCE based FFT homogenization algorithm for complex microstructures.
CoRR, 2021

Physics informed neural networks for continuum micromechanics.
CoRR, 2021


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