Weimar
Germany
Bauhaus University - Institute of Structural Mechanics
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COVID-19; Coronavirus disease; Coronavirus; SARS-CoV-2; model; prediction; machine learning
PINNs, Kolmogorov-Arnold Networks, Computational Mechanics, AI for PDEs, AI for science
Fourier Neural Operator, Phase Change Materials, Thermal properties, Multi-scale modelling, building energy, Indoor comfort
Biomechanics, FE analysis, Soft biological tissue, viscoelasticity, Growth mechanics, Skin, Artery, Intestine
fracture, damage mechanics, multi-damage, crack propagation, variational principle, multiple failure modes
Probabilistic analysis, Slope Stability, saturated seepage, spatially variable soil, physics-informed neural networks, convolutional neural networks
Isogeometric Analysis, analysis-reuse, Graph neural network, CAD/CAE integration
Deep Learning, Damage recognition, Image classification, Transfer learning, Convolutional neural network (CNN)
Functionally graded material, Porous beam, Physics-informed neural network, Deep energy methods, Fourier Neural Operator, Scientific Machine Learning
Phase field model, Mixed-mode fracture, Driving force, Hybrid formulation, Strain decomposition
Variational damage model, Phase-field, Quasi-brittle failure, fracture, damage mechanics, Cohesive fracture
fracture, damage mechanics, crack propagation, variational principle, LS-DYNA, Dynamic fracture
multi-field, Thermo-mechanical Coupling, Fracture, Damage, crack propagation
Finite strain plasticity, Newton/Picard hybrid method, Semi-implicit return-mapping, Consistent tangent, Symmetrized Mandel stress, Variable flow direction
Sintered silver, Phase-field modeling, Thermomechanical coupling problems, Damage evolution, Failure mechanism
sintered silver, phase-field modeling, Thermomechanical coupling problems, damage evolution, Failure mechanism
Numerical manifold method, 3D-NMM, Contact cover, Contact algorithm, Impact problem；
Dual-horizon peridynamics, Thermal-mechanical coupling, Phase field, Variational approach, fracture mechanics
Deep Learning-based Constitution Model, Return Mapping Algorithm, User Material (UMAT) Subroutine, Sobolev Training
contact mechanics, Frictional Contact, Node-to-Segment Contact Formulation, Multi-Point Constraint Methods.
FE-BE coupling method, Transient elastodynamics problem, electronic packaging, Abaqus implementation
particle-based simulation, liquid bridge force, rheological property, 3D printing concrete, extrudability and constructability
peridynamics, nonlocality, explicit time integration, brittle fracture, damage
Peridynamics, Thermally induced fracture, Interfacial cracking, Dual-horizon peridynamic finite element method, UEL/VUEL
Thermally induced fractures, Peridynamics, Crack branching, Interfacial de-bonding, Heterogeneous materials.
Nanocrystalline metals, Grain growth, Phase field modeling, Grain boundary excess free volume, Differential dilatometry
Phase Field Systems, Neural Operators, Physics-Guided Learning, PENCO, Multi-Head Neural Operator, Fourier Neural Operator
Dual-horizon peridynamics, Hydro-mechanical coupling, Variational damage mechanics, Poroelasticity, Hydraulic fracturing, Porous media
Concrete, Peridynamics, Failure criterion, Stress state related, Fracture
Triboelectric Nanogenerators, Fringing effect, Edge effect, Discontinuity, Computational simulation
Wavelet-based adaptation, Non-centered cells, Non-symmetric and symmetric limiters, Entropy-satisfying limiter, Central high resolution schemes, TVD
Minimally invasive surgery, Cutting force, Kirchhoff's law, Equations of motion, Force balance, Soft biological tissue responses
Variational derivation, Hencky strain, J2 plasticity, finite strain, exponential mapping, matrix function
Short fiber/Epoxy Composites, Hygrothermal Conditions, Phase-field Modeling, Viscoelastic-Viscoplastic Model, Finite Deformation
Short fiber/Epoxy Composites, Hygrothermal Conditions, Phase-field modeling, Viscoelastic-Viscoplastic Model, Finite Deformation
Contact mechanics, Physics-informed neural network, Nonlinear computational mechanics, Minimal of potential energy
Virtual element method, FE-VE coupling, Thermomechanical analysis, Electronic packaging, Geometric multi-scale structures
energy decomposition, bond-based, bent bond, tensile damage, shear damage, Phase field
Short carbon fiber/epoxy composites, Piezoresistive self-sensing, Phase-field fracture, Structural health monitoring, Artificial neural network
Transformed phase-field cohesive zone model, Variational damage model, Thermo-mechanical coupling, Electronic packaging
Implicit finite difference method, Physics-informed operator learning, Nonlinear Partial/ordinary differential equations, Spatiotemporal dynamics
Fiber-reinforced composite materials, Variational damage model, Phase field model, Fracture, Cohesive zone model
Hyperelasticity, Physics informed neural operater, Level set method, Partial differential equation, Weak form
Subdivision-based IGA, scalar auxiliary variables approach, zero energy contribution.
