Computational & Multiscale Mechanics of Materials


Home | Classes | Research | Open Source Code & Data | Publications | UAV & Aircraft design | Staff

| Deep Material Networks | MFH-based Deep Material Networks | RNN accelerated multi-scale methods | RNN with dimensionality reduction and breakdown |Bayesian inference of multi-scale models | Microstructural reinforced highly crosslinked epoxy analysis | Shear & Necking-coalescence for porous models | Ductile failure of High Entropy alloys |Incremental-secant MFH | Instabilities Across the Scales | Second-order Homogenization for metamaterials | Damage-Enhanced MFH | Damage & Phase Field-Enhanced MFH | Stochastic Homogenization of Composite Materials | Stochastic 3-Scale Method for Polycristalline Materials | Stochastic Stiction | Multiscale Model of Nanocrystals | Nanovoids in Grain Boundary | Micro- to Meso -Fracture | Fracture of Thin Bodies | Elastic Damage to Crack | Ductile Gurson-Thomason Damage to Crack | Smart Composite Materials | Failure of Polycrystalline Films | Kirchhoff-Love Shells |


Research

to top

Deep Material Networks from the interactions viewpoint

see applications Link to CM3 slides

 

to top

Mean-Field-based Deep Material Networks for woven composites

see applications Link to CM3 slides

 

to top

Data-driven multi-scale methods

see applications Link to CM3 slides

 

to top

Recurrent Neural Networks with dimensionality reduction and breakdown

see applications Link to CM3 slides

 

to top

Bayesian inference of multi-scale model parameters

see applications Link to CM3 slides

 

to top

Shear & Necking-coalescence for porous models

see applications Link to CM3 slides

 

to top

Ductile failure of high entropy alloys

see applications
see applications
see applications
see applications
see applications
see applications
Link to CM3 slides

 

to top

Microstructural reinforced highly crosslinked epoxy analysis

see applications Link to CM3 slides

 

to top

Instabilities Across the Scales: Computational Homogenization of Cellular Material Buckling

see applications
see applications
see applications
see applications
see applications
Link to CM3 slides

 

to top

Second order homogenization without RVE size effect: Computational Homogenization of metamaterials

see applications
see applications
see applications
see applications see applications
see applications
see applications
see applications Link to CM3 slides

 

to top

Incremental-secant Mean-Field-Homogenization for elasto-visco-plastic composite materials

see applications Link to CM3 slides

 

to top

Non-Local Damage-Enhanced Mean-Field-Homogenization for Composite Laminates

see applications
see applications
see applications Link to CM3 slides

 

to top

Non-Local Damage & Phase Field-Enhanced Mean-Field-Homogenization for Laminates & Woven Composites

see applications
see applications
see applications
see applications
see applications
see applications
Link to CM3 slides

 

to top

Stochastic Homogenization of Composite Materials

see applications Link to CM3 slides

 

to top

Stochastic 3-Scale Method for Polycrystalline Materials

see applications see applications Link to CM3 slides

 

to top

Stochastic Models for the Stiction Risk Prediction in MEMS

see applications

 

 

Link to CM3 slides


 

to top

Multiscale Model of Nanocrystal Grain Boundary Sliding

see applications see applications
see applications
see applications
Link to CM3 slides

 

to top

Effect of Nanovoids in Grain Boundary Sliding

see applications
see applications
Link to CM3 slides

 

to top

Micro-Scale to Meso-Scale Fracture of Composite Materials

see applications Link to CM3 slides

 

to top

Consistent Numerical Framework for the Fracture of Thin Bodies

see applications see applications Link to CM3 slides

 

to top

Consistent Elastic Damage to Crack Transition

see applications Link to CM3 slides

 

to top

Ductile Gurson-Thomason Damage to Crack Transition

see applications Link to CM3 slides

 

to top

Smart Composite Materials

see applications
see applications
see applications
see applications
Link to CM3 slides

 

to top

Multi-Scale Failure of Polycrystalline Films

see applications Link to CM3 slides

 

to top

Kirchhoff-Love Shells without Rotational Degrees of Freedom

see applications Link to CM3 slides

 


LTAS
ULg
E-mail: L.Noels @ ulg.ac.be; Address: University of Liège, CM3 B52, Allée de la découverte 9, B4000 Liège, Belgium