Group Members

CLA J 11.2
Tannenstrasse 3
8092 Zürich

Research Interests: experimental mechanics, constitutive law identification, fracture mechanics, mechanics of soft active materials and slender structures

Research Interests: physics-augmented neural networks, constitutive laws discovery, unsupervised learning, thermodynamics

Research Interests: lattice Boltzmann methods, process-property relations in additive manufacturing, coupled problems

Research Interests: data-driven engineering, optimization

Research IT Platforms
OCT G 35
Binzmühlestrasse 130
8092 Zürich

Research Interests: phase-field modeling of fracture and fatigue, data-driven computational mechanics, 3D X-ray imaging and experimental mechanics  

Research Interests: phase-field modeling of anisotropic fracture, short fiber reinforced polymers, multiscale modeling

Research Interests: data-driven discovery of constitutive laws, topology optimization

Research Interests: phase-field modeling of fracture and fatigue, variational methods, acceleration schemes  

Research Interests: artificial neural networks, uncertainty quantification, continuum (micro-)mechanics  

Research Interests: isogeometric analysis, extrusion-based additive manufacturing  

Research Interests: reactive transport modeling, porous media mechanics

Research Interests: phase-field modeling of ductile fracture, variational fracture mechanics

Research Interests: data-driven modeling of constitutive laws, physics-based machine learning, operator learning

Research Interests: phase-field modeling of phase transformations coupled with mechanics, fracture in batteries

CLA J 14.2
Tannenstrasse 3
8092 Zürich

Research Interests: phase-field modeling of fracture, bone fracture

Research Interests: lattice Boltzmann methods for solid mechanics, elastodynamics