2 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.CE2023★ 2 cited
A physics-informed GAN Framework based on Model-free Data-Driven Computational Mechanics
Kerem Ciftci, Klaus Hackl
Model-free data-driven computational mechanics, first proposed by Kirchdoerfer and Ortiz, replace phenomenological models with numerical simulations based on sample data sets in st…
cs.CE2023
Model-free data-driven inelasticity in Haigh-Westergaard space -- a study how to obtain data points from measurements
Kerem Ciftci, Klaus Hackl
Model-free data-driven computational mechanics, first proposed by Kirchdoerfer and Ortiz, replaces phenomenological models with numerical simulations based on sample data sets in s…
cs.CE2021
Model-free Data-Driven simulation of inelastic materials using structured data sets, tangent space information and transition rules
Kerem Ciftci, Klaus Hackl
Model-free data-driven computational mechanics replaces phenomenological constitutive functions by numerical simulations based on data sets of representative samples in stress-stra…