Markus Kästner
Technische Universität Dresden
H-index: 30
Europe-Germany
Top articles of Markus Kästner
Statistical analysis of effective crack properties by microstructure reconstruction and phase-field modeling
Archive of Applied Mechanics
2024/4/25
Markus Kästner
H-Index: 19
Neural network-based multiscale modeling of finite strain magneto-elasticity with relaxed convexity criteria
Computer Methods in Applied Mechanics and Engineering
2024/3/1
Waiching Sun
H-Index: 28
Markus Kästner
H-Index: 19
Rate-and temperature-dependent ductile-to-brittle fracture transition: Experimental investigation and phase-field analysis for toffee
Engineering Fracture Mechanics
2024/2/21
Markus Kästner
H-Index: 19
Inverse design of spinodoid structures using Bayesian optimization
arXiv preprint arXiv:2402.13054
2024/2/20
Markus Kästner
H-Index: 19
Fatigue strength assessment of preloaded cross-toothed flange connections based on the FKM guidelines
Journal of Physics: Conference Series
2024/2/1
Viscoelasticty with physics-augmented neural networks: Model formulation and training methods without prescribed internal variables
arXiv preprint arXiv:2401.14270
2024/1/25
Waiching Sun
H-Index: 28
Markus Kästner
H-Index: 19
DA-VEGAN: Differentiably Augmenting VAE-GAN for microstructure reconstruction from extremely small data sets
Computational Materials Science
2024/1/25
Reconstructing microstructures from statistical descriptors using neural cellular automata
Integrating Materials and Manufacturing Innovation
2024/1/18
Experimental analysis of residual stress evolution under cyclic mechanical loading in 42CrMo4+ QT (1.7225) including parametrization data
2024
Markus Kästner
H-Index: 19
Fast reconstruction of microstructures with ellipsoidal inclusions using analytical descriptors
Computer-Aided Design
2024/1/1
Markus Kästner
H-Index: 19
Fast descriptor-based 2D and 3D microstructure reconstruction using the Portilla-Simoncelli algorithm
2023/12/21
Markus Kästner
H-Index: 19
Economic fatigue damage monitoring for vehicle fleets using the scattering transform
PAMM
2023/12
Markus Kästner
H-Index: 19
A comparative study on different neural network architectures to model inelasticity
International Journal for Numerical Methods in Engineering
2023/11/15
Markus Kästner
H-Index: 19
On the relevance of descriptor fidelity in microstructure reconstruction
PAMM
2023/11
Scattering transform in microstructure reconstruction
PAMM
2023/11
Markus Kästner
H-Index: 19
Daniel Peterseim
H-Index: 20
Fatigue crack growth in anisotropic aluminium sheets—phase-field modelling and experimental validation
International Journal of Fatigue
2023/11/1
Markus Kästner
H-Index: 19
Phase-field modelling and analysis of rate-dependent fracture phenomena at finite deformation
Computational Mechanics
2023/11
Marreddy Ambati
H-Index: 10
Markus Kästner
H-Index: 19
A label machine for mechanical systems: Discovering operating states with unsupervised learning from load time series
PAMM
2023/10
Markus Kästner
H-Index: 19
Neural networks meet hyperelasticity: A guide to enforcing physics
Journal of the Mechanics and Physics of Solids
2023/6/26
Oliver Weeger
H-Index: 13
Markus Kästner
H-Index: 19
Experimental and numerical characterization of imperfect additively manufactured lattices based on triply periodic minimal surfaces
Materials & Design
2023/9/1
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