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Institute of Materials SimulationFriedrich-Alexander-Universität Institute of Materials Simulation
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Friedrich-Alexander-Universität
Erlangen-Nürnberg
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  5. Dominik Steinberger, M. Sc.
28. February 2018
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Dominik Steinberger, M. Sc.

Tu Freiberg

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Last update: 19 March 2026 - 15:35

Institute of Materials Simulation

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Friedrich-Alexander-Universität Erlangen-Nürnberg
Institute of Materials Simulation
Dr.-Mack-Str. 77
90762 Fürth
Mail: ww8-secretary@fau.de
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Friedrich-Alexander-Universität
Erlangen-Nürnberg

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  1. Friedrich-Alexander University
  2. Faculty of Engineering
  3. Department of Materials Science
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    • Lectures Winter Term 2025/26
    • Lectures Summer Term 2025
    • Information for Computational Engineering students
    • Recommended Textbooks
      • Conditions
    • Data-based Materials Modeling
    • Shape Memory Alloy (SMA) Damping for Smart Miniature Systems
    • Projects
      • Continuum Dislocation Dynamics (CDD) theory
      • Deformation behaviour of Materials with Amorphous Microstructure
      • Failure and microstructure evolution of foams and cell structures
    • Directions
    • Job Offers
      • Finite Element Modeling of Bi-directional Origami Microactuator System
      • Shape Diagram of Body-Centered Cubic Crystals
      • Thermal Performance Optimization of EV Battery Module Electric Boxes: A Comparative Study of Alternative Housing Materials
      • AI-guided Recognition of Local Patterns in Nanoparticles from Tomographic Images
      • Simulation Study of Multiple Loading Conditions for Shape Memory Alloy films
      • Uncovering Hidden Structures in Materials Data: A Study of Two Clustering Algorithms with Dimensionality Reduction
      • Study of morphological indicators of virtual microstructures for material optimization
      • Computationally Efficient Torque Estimation in SMA Microactuation Systems: A Neural Network Surrogate Trained on Parametric FEM Data
      • System Identification of physical chemical model of Li-ion cell using deep learing
      • Modelling dislocation structures and size effects in deformed bicrystal based on continuum approaches
      • Shape Memory Alloys and Shape Memory Polymers in Origami-Inspired Self-Bending Micro-Actuators
      • Tensile fracture and failure properties of porous fuse network
      • Structural Complexity in Colloidal Self-Assembly
      • Uncovering Operational Patterns in H2 Electrolyzer Sensor Data
      • Computational Screening of Doped Transition Metal Dichalcogenides as Electrocatalysts for Nitrogen Reduction Reaction
      • A new method for robust and reliable classifications with deep neural networks
    • Winter Term 2023/2024
      • Illuminating the Fused Filament Process: An Analytical Model and New Approaches to the Nonisothermal Poiseuille-Coette Flow
      • Parametrization of a phase-field model for ferroelectrics with defects from molecular dynamics data
      • Prediction of thermodynamic parameters from simulated 2D dendritic morphology via machine learning.
      • Radioisotope Thermoelectric Generator: Design, Manufacturing and Testing.
      • Bridging Scales - A Coarse-Grained Modeling Framework for Simulating Fracture in Epoxy Resin and Composites
      • An introduction to the nonlocal macro-meso-scale consistent damage model
      • Discovering Equations from Graph Neural Networks using Symbolic Regression
      • Analysis of ferroelectrics using molecular dynamics
      • Fracture surface geometry in 3D hierarchical material adhesion
      • From Atomic Defects To Turbine Blades: Multiscale Modeling & Informatics Towards Materials By Design For Extreme Conditions
      • Network modelling: examples from computational neuroscience, biomaterial fracture and polymer mechanics
      • Spectral Signatures of Fault Tolerant Neural Architectures
      • Automatic design of mechanical metamaterials
      • Disordered mechanical metamaterials
      • Brain dynamics and function in large-scale network models
      • Experiments and Modelling of Emerging Energy Materials
      • Measuring the stability of ecological communities
      • Spontaneous activity in brain networks
      • Nanoscopic Robots
    • Summer Term 2020
      • Modelling uni-axial and cyclic deformation of gradient nano-grained materials
      • Accelerating High-Resolution Simulations of Elastohydrodynamic Lubrication Contacts
      • Localization in hierarchical networks: From statistical physics to neuroscience and materials science applications
      • Model evaluation in tropical rainforests: Spatial correlations and density fluctuations
      • A beam network model for strength optimization of fibrous materials
      • Multiscale discrete dislocation dynamics simulation of gradient nano-grained material
      • Cyclic plasticity of high entropy alloy: experiments, modelling and simulations
      • Charge transfer and transport in carbon polymers and biopolymers
      • On the numerical atomistic characterization of interfacial plasticity
      • Machine learning plastic deformation of crystals
      • Equivalence of the Burridge-Knopoff train model of earthquakes and the dynamics of driven Edwards-Wilkinson interfaces
      • From molecular simulation to wave detection in heterogeneous excitable media
      • Slow and Anomalous Dynamics in Hierarchical Modular models of Brain Networks
      • FEM Simulation of Dissipation and Damping in Shape Memory Alloys
      • Robustness of hierarchical network organization in models of functional connectivity
      • Modelling the mechanical behaviour of porous cohesive granular material using discrete elements: Application to snow failure
      • Nucleation process of earthquakes: Instability, acceleration, and sensitivity to perturbations
      • Migration mechanisms of faceted vicinal grain boundaries
      • Molecular dynamics simulation on glass transition temperature of polyimides
      • From flat sheets to folded geometries: Understanding Origami approaches and simulation models
      • Beyond classical thermodynamics: dislocation-mediated plasticity
      • Mechanics of a model cohesive granular medium
      • Effect of vertical twin boundary on the mechanical properties of bicrystalline copper micropillars
      • Network Dimension as Damage Indicator in Biosystems
      • Dislocation mechanism based size-dependent crystal plasticity modeling and simulation of gradient nano-grained copper.
      • Forecasting catastrophe: Statistical physics approach
      • On stress and driving force calculation within multi-phase-field models: Applications to martensitic phase transformation and crack propagation in multiphase systems
      • A Dislocation-based Multiscale modeling of Strength and Ductility of Materials with Gradient Microstructure
      • Coupled Problems in Constitutive Modeling Across Various Lenght-Scales
      • Optimization of network structures in view of failure resilience
      • Simulating Biomaterials as Hierarchical Networks
      • Theoretical study of Electrocardiogram(EKG)
      • Percolation behaviour study of metal nanoparticle in DLC matrix
      • Improved Understanding of Plasticity Mechanisms in Metals and Ceramics in Light of Atomic Scale Simulations Results
      • Introduction to Topological Data Analysis and an application of brain functional networks
      • Nanoscale strain mapping during in situ deformation in the TEM
      • A statistical approach to charaterize discrete dislocation data
      • The effect of platinum nanoparticles on the adhesion behaviour of graphene inter-layers: a molecular dynamics study
      • Dislocation patterning in a 2D stochastic continuum model
      • Adiabatic shear banding and fracture during high speed shear cutting: Numerical study
      • Mesoscale Simulation of Shape Memory Alloy Film Damping
      • The Role of Damage Diffusion on the Plastic Properties of Amorphous Solids - A Kinetic Monte Carlo Approach
      • Topological dimension tunes activity patterns in hierarchical modular network models
      • On the properties of (scale-free) random networks
      • From multimodal images to connectivity of brain networks in both healthy and pathological conditions
      • Neutral neural dynamics: a tale about physics, ecology and the brain
      • Precursor phenomena of creep failure in disordered materials
      • Skeletal Muscles as Prototypes of Active Materials
      • Phase-field Modeling of Functional Materials
      • The Capriccio method as a novel technique to couple MD and FE simulations of polymers
      • Static and Dynamic Friction of hierarchical surfaces
      • Defect nucleation and mobility in gold nanowires
      • On the temporal coarse graining in dislocation dynamics
      • Phase-field models for thermo-magneto-mechanical coupling in shape memory alloys
      • Microstructure informed constitutive models and SPH crystal plasticity modelling approaches
      • Smoothed Particle Hydrodynamics
      • How resilient are biological networks?
      • Modelling and Simulation of Self-healing Thermosetting Polymers
      • Analysis of Shear Band Formation in Metallic Multilayer Nanocomposites using DEM
      • The Discrete-Continuum Model: Simulation of crystal plasticity in micro- and nano- objects
      • Comparison of various continuum models of dislocations system
      • Multiscale modeling of collagen tissue mechanics
      • Size effects in failure of defected graphene
      • The relationship between structure and dynamics in complex networks
      • Deformation in metallic nanomaterials
      • From mild to wild fluctuations in crystal plasticity, and associated size effects
      • Curvature effects on the plastic behavior of metals as studied by atomistic simulations
      • Fluid flow, heat transfer and particle distribution in electromagnetic stirrer
      • Modelling Spatio-Temporal Strain Localization of Snow
      • Continuum dislocation modelling of cyclic fatigue in the crystal plasticity finite element framework
      • Strongly heterogeneous continuum dislocation plasticity
      • Biomechanical modelling bone and bone-implant systems
      • How (not) to model dislocation patterns
      • Rounding of phase transitions in cortical networks: the advantages of a low-dimensional brain
      • Adsorption of water on calcite surface: theoretical study and experiments
      • Avalanches and glassy relaxation in brain networks
      • Phase field models and plastic flow
      • Fragmentation of plastic materials
      • A Discrete Approach to Describe the Interaction between a Tire Tread and a Snow-Covered Road
      • Dislocations in bilayer graphene
      • Higher order continuum modelling of the compressive behaviour of snow
      • Avalanche localization and universality class of amorphous plasticity
      • G2C2: Geometry, Generalized Continua and Compatibility
      • Field models of anisotropic dislocation systems
      • Micromechanics of Geomaterials using Generalised Continuum Models
      • Monte Carlo Simulation of Creep Deformation of Amorphous Materials
      • Modelling of materials with random microstructure
      • Snow Fracture and Slab Avalanche Release - A Case Study
      • Avalanche statistics in disordered visco-elastic interfaces
      • Continuum Modelling and Simulation of Strain Ageing Phenomena in Metallic Alloys
      • Multiscale Simulation of Concrete
      • Higher order alignment tensors in continuum dislocation dynamics
      • Modeling the Kinetics of Annealing - a Case of Freestyle Racing
      • Bond order potentials for elements and compound
      • Atomistic input to Discrete Dislocation Dynamics
      • Relating gradient plasticity with Discrete Dislocation Dynamics
      • Anticrack-type Fracture of Foam Glass under Compression
      • Multiscale modelling of MgO single crystal plasticity: From the laboratory conditions to the Earth's mantle
      • Phase field modeling of microstructure evolution
      • Concurrent Multiscale Simulations of Metal Fracture
      • Statistical properties of plastic deformation of crystalline solids
    • Alumni

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