CURRENT MEMBERS

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PhD student

 Thesis title: Learning from data and physics for multiscale modeling of woven composites. 

Supervisor: Mohsen Mirkhalaf, Co-supervisor: Martin Fagerström (Chalmers), Examiner: Mattias Marklund 

Master's thesis student

 Thesis title: Quantum Fourier Transform based solution

of Representative Volume Element problems on a NISQ device.

Supervisors: Mats Granath and Mohsen Mirkhalaf. 

Examiner: Mohsen Mirkhalaf

Master's thesis student

 Thesis title: Molecular modeling of material properties of graphene nano platelet composites. 

Supervisors: Mohsen Mirkhalaf and Petter Uvdal. 

Examiner: Magnus Ekh (Chalmers)

Master's thesis student

 Thesis title: Deep Learning-based Stress Prediction for Short Fibre Reinforced Composites Using TabNet. 

Supervisor and examiner: Mohsen Mirkhalaf 

Master's thesis student

 Thesis title: Micromechanics-based artificial neural networks and transfer learning for modeling short fibre reinforced composites in automotive applications. Supervisor and examiner: Mohsen Mirkhalaf 

Master's thesis student

 Thesis title: Predicting cancer tumor position in a liver using finite element analysis and artificial neural networks. Supervisor: Mohsen Mirkhalaf, Co-supervisor: Behdad Dashtbozorg (Netherlands Cancer institute/Eindhoven University of Technology), Examiner: Hirpa Gelgele Lemu (University of Stavanger) 

Master's thesis student

 Thesis title: Predicting path dependent elasto-plastic behaviour of short fibre composites using micromechanics-based deep learning. Supervisor: Mohsen Mirkhalaf, Co-supervisor: Behdad Dashtbozorg (Netherlands Cancer institute/Eindhoven University of Technology), Examiner: Martin Fagerström (Chalmers) 

Master's exchange student

 Project title: A micromechanics-based artificial neural network model for elastic properties of short fibre reinforced composites. Supervisor: Mohsen Mirkhalaf, Co-supervisor: Behdad Dashtbozorg (Eindhoven University of Technology) 

Master's exchange student

 Project title: Generative adversarial networks for path dependent elastoplastic behaviour of short fibre reinforced composites. Supervisor: Mohsen Mirkhalaf 

Master's exchange student

 Project title: FE-based meso-structural modelling of woven composites. Supervisor: Mohsen Mirkhalaf, Co-supervisor: Ehsan Ghane 

Bachelor's exchange student

 Project title: Micromechanics-based modeling of the

mechanical behaviour of short fibre

composites. Supervisor: Mohsen Mirkhalaf

Master's thesis student

 Project title: Physics-Informed Neural Networks for Damage Mechanics. Supervisor: Mohammad Mashayekhi (Isfahan University of Technology), Co-supervisor: Mohsen Mirkhalaf 

Master's exchange student

 Project title: Modelling short fibre composites using efficient machine learning techniques. Supervisors: Mohsen Mirkhalaf, and Mohammad Heidari Rarani (University of Isfahan) 

Master's thesis student

 Thesis title: Micro-mechanical modelling of the effects of fibre length distributions and fibre matrix debondingon short fibre reinforced composites using orientation averaging. Supervisors and Examiner: Martin Fagerström (Chalmers) and Mohsen Mirkhalaf 

Master's thesis student

 Thesis title: A comparative study on micro-mechanical models for short fibre composites. Supervisor: Mohsen Mirkhalaf, Examiner: Martin Fagerström (Chalmers) 

Master's exchange student

 Project title: Short fibre bio-composites: manufacturing, testing and modelling. Supervisor: Giada Lo Re (Chalmers), Co-supervisor: Mohsen Mirkhalaf 

Master's exchange student

  Project title: A hierarchical coupled multi-scale model for short fibre reinforced composites. Supervisor: Mohsen Mirkhalaf, Co-supervisors: Fredrik Larsson and Martin Fagerström (Chalmers) 

Master's exchange student

 Project title: Multi-scale modelling of short fibre composites via orientation averaging and using self-consistent interaction. Supervisor: Martin Fagerström (Chalmers), Co-supervisors: Mohsen Mirkhalaf and Fredrik Larsson (Chalmers) 

Master's exchange student

 Project title: Modelling the mechanical behaviour of short fibre composites via orientation averaging. Supervisor: Martin Fagerström (Chalmers), Co-supervisor: Mohsen Mirkhalaf 

Bachelor's thesis student

 Thesis title: Crushing behaviour of meta structures. Supervisor: Mohammad Heidari-Rarani (University of Isfahan), Co-supervisors: Mohsen Mirkhalaf and Mohammad Mirkhalaf (Queensland University of Technology)

Bachelor's thesis student

 Thesis title: Delamination detection in composite laminates using deep learning. Supervisor: Mohammad Heidari-Rarani (University of Isfahan), Co-supervisor: Mohsen Mirkhalaf 

Bachelor's thesis student

 Thesis title: Investigating in-situ properties of natural fibre reinforced polymer matrix composites. Supervisors: Johan Hoefnagels and Marc van Maris (Eindhoven University of Technology), Co-supervisor: Mohsen Mirkhalaf  

Bachelor's thesis student

 Thesis title: Experimental investigation and micro-mechanical modelling of the stiffness of short fibre composites. Supervisor: Mohammad Heidari-Rarani (University of Isfahan), Co-supervisor: Mohsen Mirkhalaf