Concepedia

Alexander Henkes

AH

6

Publications

329

Citations

6

H-Index

2021

Active since

Affiliations

Technische Universität Braunschweig(Current)

Paderborn University

University of California, Santa Cruz

Alexander Henkes is an author at Technische Universität Braunschweig specializing in engineering, deep learning, and neuromorphic computing.

Top concepts

EngineeringDeep LearningMechanicsNeuroscienceSocial SciencesComputer ScienceMachine LearningNatural SciencesMultiscale ModelingComputer Engineering

Publications per year

2021–2024

6

Publications

6

Physics informed neural networks for continuum micromechanics

Alexander Henkes, Henning Wessels, Rolf Mahnken · Computer Methods in Applied Mechanics and Engineering · 2022 · 193 citations · Full text

Engineering, Physic Aware Machine Learning, Mechanics +7

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

Alexander Henkes, Henning Wessels · Computer Methods in Applied Mechanics and Engineering · 2022 · 51 citations · Full text

Engineering, Multiscale Mechanics, Micromechanics +15

Spiking neural networks for nonlinear regression

Alexander Henkes, Jason K. Eshraghian, Henning Wessels · Royal Society Open Science · 2024 · 32 citations · Full text

Engineering, Machine Learning, Energy Efficiency +17

A deep learning driven pseudospectral PCE based FFT homogenization algorithm for complex microstructures

Alexander Henkes, Ismail Caylak, Rolf Mahnken · Computer Methods in Applied Mechanics and Engineering · 2021 · 25 citations · Full text

Fft Homogenization Algorithm, Engineering, Machine Learning +8

Spiking Neural Networks for Nonlinear Regression

Alexander Henkes, Jason K. Eshraghian, Henning Wessels · 2023 · 16 citations

Alexander Henkes, Engineering, Neural Networks (Machine Learning) +23

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