Dr Burcu Tasdemir
BSc, MSc, PhD
Expertise
Current positions
Contact
Press and media
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Publications
Selected publications
13/04/2025Learning the non-proportional multiaxial elastic–plastic response of an aluminium alloy with neural networks
Materials & Design
Development of a data-driven user-defined hardening model for cyclic behaviour via transformer
Materials & Design
A data-driven model of the yield and strain hardening response of commercially pure titanium in uniaxial stress
Materials & Design
Recent publications
01/02/2026Development of a data-driven user-defined hardening model for cyclic behaviour via transformer
Materials & Design
The influence of volume fraction on the compressive behaviour of a polymeric syntactic foam
Materials Today Communications
A Machine Learning Approach to Modelling Temperature-Dependent Cyclic Behaviour
Materials Today Communications
Learning the non-proportional multiaxial elastic–plastic response of an aluminium alloy with neural networks
Materials & Design
Data-Driven Material Models for Engineering Materials Subjected to Arbitrary Loading Paths
Additive and Advanced Manufacturing, Inverse Problem Methodologies and Machine Learning and Data Science
