Markus Kästner

Germany

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Articles (21)

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2025

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2023

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2023

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2023

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2023

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2023

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2023

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2023

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2023

Collaborators (3)

Maik Gude

Professor, Chair of Lightweight Systems Engineering and Multi Material Design

Technische Universität Dresden

GERMANY

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Lennart Linden

Technische Universität Dresden

GERMANY

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Martin Diehl

Prof. Dr.-Ing.

KU Leuven

BELGIUM

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Markus Kästner

Research Interests

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Articles (21)

Characterization, modeling and validation of the crystallization kinetics of carbon fiber-reinforced polyamide-6 composites

A dual-stage constitutive modeling framework based on finite strain data-driven identification and physics-augmented neural networks

When invariants matter: The role of I1 and I2 in neural network models of incompressible hyperelasticity

Accessing process-property linkages of polyamide 12 manufactured by the multi jet fusion printing process

Neural networks meet phase-field: A hybrid fracture model

Experimental and numerical investigation of the evolution of residual stresses under cyclic mechanical loading

FFT‐Based Phase‐Field Fracture Modeling of Periodic Inhomogeneous Microstructures

Phase-field models for ductile fatigue fracture

Neural networks meet anisotropic hyperelasticity: A framework based on generalized structure tensors and isotropic tensor functions

Inverse design of spinodoid structures using Bayesian optimization

Two-stage 2D-to-3D reconstruction of realistic microstructures: Implementation and numerical validation by effective properties

Conditional diffusion-based microstructure reconstruction

Economic fatigue damage monitoring for vehicle fleets using the scattering transform

Fatigue crack growth in anisotropic aluminium sheets — phase-field modelling and experimental validation

Fatigue crack growth in anisotropic aluminium sheets — phase-field modelling and experimental validation

Scattering transform in microstructure reconstruction

Calibration of phase-field brittle fatigue model by purposeful design of crack driving forces

Experimental and numerical characterization of imperfect additively manufactured lattices based on triply periodic minimal surfaces

Overview of phase-field models for fatigue fracture in a unified framework

A comparative study on different neural network architectures to model inelasticity

Shape optimization of additively manufactured lattices based on triply periodic minimal surfaces

Collaborators (3)

Maik Gude

Lennart Linden

Martin Diehl

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