Data-Driven simulation of inelastic materials using structured data sets, tangent space information and transition rules. - Kerem Ciftci; Klaus Hackl (CoRR, 2021)

Model-free data-driven inelasticity in Haigh-Westergaard space - a study how to obtain data points from measurements. - Kerem Ciftci; Klaus Hackl (CoRR, 2023)

A physics-informed GAN Framework based on Model-free Data-Driven Computational Mechanics. - Kerem Ciftci; Klaus Hackl (CoRR, 2023)

An investigation of advances for model-free data-driven computational mechanics: tangent space information, Haigh-Westergaard space, and neural networks. - Kerem Ciftci (2024)