Conference Agenda

A computational multiscale approach to account for material interfaces in electrical conductors

D. Güzel, T. Kaiser, A. Menzel

On the continuum modeling of flexoelectricity in ferroelectric materials

F. Sutter, M. Kamlah

Phase-field optimization schemes for periodic micro-lattices with anisotropic properties

A. Krischok, B. Yaraguntappa, M.-A. Keip

Toughening mechanisms of the Bouligand structure from the perspective of peridynamics

J. Tian, Z. Yang

A Finite Element approach based on an efficient scale bridging concept for ferroelectric continua

R. Wakili, S. Lange, A. Ricoeur

Modeling of polycrystalline materials using a two-scale FE-FFT-based simulation approach

A. Schmidt, C. Gierden, J. Waimann, S. Reese

Immersed isogeometric analysis with boundary-conformal quadrature for thermo-elastic microstructure homogenization

Y. T. Elbadry, P. Antolin, O. Weeger

Aspects on the modeling of mechanical metamaterials via the relaxed micromorphic model

M. Sarhil, L. Scheunemann, J. Schröder, P. Neff

On the second-order computational homogenization of fluid-saturated porous media

E. Polukhov, M.-A. Keip

A gradient plasticity formulation to model intergranular damage in polycrystals

J. Lara, P. Steinmann

Material modelling for efficient finite element simulation of steel quenching

M. Schewe, P. Scherm, A. Menzel

Investigation of the role of the barrier parameter for the infeasible primal-dual interior point method for single crystal plasticity

F. Steinmetz, L. Scheunemann

Data-driven modeling of the plastic yield behaviour of nanoporous metals under multiaxial loading

L. Dyckhoff, N. Huber

Mechanical properties of additively manufactured lattice structures

H. Kruse, H. Mapari, J. H. Schleifenbaum

Multiscale modeling of thermal conductivity of concrete at elevated temperatures

S. Peters

On the numerical analysis of macro- and microscopic residual stresses in 3D

S. Hellebrand, D. Brands, J. Schröder

Predicting yield stress in a nano-precipitate strengthened Austenitic steel using an ICME approach

C. A. Stewart, E. A. Antillon, M. Sudmanns, J. A. El-Awady, K. E. Knipling, P. G. Callahan

A novel approach to compressible hyperelastic material modeling using physics-augmented neural networks

L. Linden, K. Kalina, J. Brummund, D. Klein, O. Weeger, M. Kästner

Discrete data-adaptive approximation of hyperelastic energy functions

S. Wiesheier, J. Mergheim, P. Steinmann

Viscoelastic Constitutive Artificial Neural Networks (vCANNs) – a framework for data-driven anisotropic nonlinear finite viscoelasticity

K. P. Abdolazizi, K. Linka, C. J. Cyron

Physics-Informed Neural Networks (PINNs) for solving inverse problems: constitutive model calibration

H. Xu, P. Markovic, A. E. Ehret, E. Mazza, E. Hosseini

Advancements in multiscale ML-based constitutive modeling of history-dependent materials

Y. Heider

Reconstructing orientation maps in MCRpy

P. Seibert, A. Safi, A. Raßloff, K. Kalina, B. Klusemann, M. Kästner

Comparison of model-free and model-based data-driven methods in computational mechanics

A. A. Khedkar, J. Stöcker, S. Zschocke, M. Kaliske

Achieving desired shapes through laser peen forming: a data-driven process planning approach

S. T. Sala, F. E. Bock, D. Pöltl, B. Klusemann, N. Huber, N. Kashaev

Data-driven discovery of governing equations in Continuum Dislocation Dynamics

B. Heininger, G. Kar, T. Hochrainer

Hamiltonian Neural Network enhanced Markov-Chain Monte Carlo methods for subset simulations

D. Thaler, F. Bamer, S. L. N. Dhulipala, M. D. Shields

Locking in physics informed neural network solutions of structural mechanics problems

L. Striefler, B. Oesterle

The consideration of aleatory and epistemic uncertainties in the data assimilation by using a multilayered uncertainty space

M. Drieschner, C. Herrmann, Y. Petryna

Surrogate assisted data-driven multiscale analysis considering polymorphic uncertain material properties

S. Zschocke, W. Graf, M. Kaliske

Sensitivity analysis in the presence of polymorphic uncertainties based on tensor surrogates

D. Moser

A computational sensitivity analysis tool for investigations of structural analysis models of real-world engineering problems

M. Fußeder, K.-U. Bletzinger

Process steering of additive manufacturing processes under polymorphic uncertainty

A. Schmidt, T. Lahmer

Two propagation concepts for polymorphic uncertain processes – simulation- and uncertainty quantification-based

F. N. Schietzold, W. Graf, M. Kaliske

Human-induced vibrations of footbridges: modeling with polymorphic uncertainties

M. Fina, M. Schweizer, W. Wagner, S. Freitag

Flexibility and uncertainty quantification using the solution space method for crashworthiness

P. Ascia, F. Duddeck

Towards a simulation of repeated wave-induced liquefaction processes

H. Keese, J. Rothschink, O. Stelzer, T. Nagel

A matrix-free discontinuous Galerkin solver for unsteady Darcy flow in anisotropic porous media

B. Z. Temür, N. Fehn, P. Munch, M. Kronbichler, W. A. Wall

Pore-scale simulation of convective mixing in confined media

M. De Paoli, C. J. Howland, R. Verzicco, D. Lohse