University of Gothenburg
University of Gothenburg
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  4. Mohsen Mirkhalaf

Mohsen Mirkhalaf

Universitetslektor, biträdande

Department of
Physics
Telephone
+46 31-786 91 76
+46 766-22 91 76
Mail
mohsen.mirkhalaf@physics.gu.se
Visiting address
Origovägen 6 b
41296 Göteborg
Postal address
41296 Göteborg

About Mohsen Mirkhalaf

Since early 2020, I have been an assistant professor at GU-Physics, and I have been leading the research group Mechanics and Physics of Materials at the department. My current research interests are:

  • Developing micromechanical and multi-scale models for (bio-)composites,
  • Using machine learning techniques to improve the computational efficiency of physics-based models,
  • Developing machine learning enhanced physics-based models for designing (bio)-composites,
  • Using physics-based models and machine learning techniques to develop models and tools for medical applications.

Supervised projects:

Petter Uvdal, PhD thesis, 09/2023 – Present. Thesis title: Multi-scale deep-learning for modelling and design of short fiber composites. Supervisor: Mohsen Mirkhalaf.

Ehsan Ghane, PhD thesis, 12/2020 – Present. Thesis title: Deep learning enhanced multi-scale modelling of woven composites. Supervisor: Mohsen Mirkhalaf, Co-supervisor: Martin Fagerström (Chalmers), Examiner: Mattias Marklund

Hon Lam Cheung, Master's thesis, 01/2023 – 10/2023. Thesis title: Micromechanics-based artificial neural networks and transfer learning for modeling short fiber reinforced composites in automotive applications. Supervisor and examiner: Mohsen Mirkhalaf

Mehrdad Saaedi, Master's thesis, 11/2020 – 06/2021. 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)

Johan Friemann, Master's thesis, 06/2020 – 02/2021. Thesis title: Predicting path dependent elasto-plastic behaviour of short fiber composites using micromechanics-based deep learning. Supervisor: Mohsen Mirkhalaf, Co-supervisor: Behdad Dashtbozorg (Netherlands Cancer institute/Eindhoven University of Technology), Examiner: Martin Fagerström (Chalmers)

Abhijith Anantharanga, Master's thesis (Chalmers), 01/2019 – 09/2019. Thesis title: A comparative study on micro-mechanical models for short fiber composites. Supervisor: Mohsen Mirkhalaf, Examiner: Martin Fagerström (Chalmers)

Chris Verhoeven, Master's exchange project, 03/2022 – 06/2022. Project title: Generative adversarial networks for path dependent elastoplastic behavior of short fiber reinforced composites. Supervisor: Mohsen Mirkhalaf

Seyed Ali Riazi, Master's exchange project, 02/2022 – 12/2022. Project title: FE-based meso-structural modelling of woven composites Supervisors: Mohsen Mirkhalaf, Co-supervisor: Ehsan Ghane

Noah Mentges, Master's exchange project, 04/2020 – 06/2020. Project title: A micromechanics-based artificial neural network model for elastic properties of short fiber reinforced composites. Supervisor: Mohsen Mirkhalaf, Co-supervisor: Behdad Dashtbozorg (Eindhoven University of Technology)

Brian Castricum, Master's exchange project (Chalmers), 09/2019 – 01/2020. Project title: A hierarchical coupled multi-scale model for short fiber reinforced composites. Supervisor: Mohsen Mirkhalaf, Co-supervisors: Fredrik Larsson and Martin Fagerström (Chalmers)

Elsa Massé, Bachelor's exchange project, 02/2022 – 06/2022. Project title: Micromechanics-based modelling of elastic and elastoplastic short fiber composites. Supervisor: Mohsen Mirkhalaf

Co-supervised/examined projects:

Muhammad Aqeel, Master's thesis (Chalmers), 02/2023 - 11/2023. Thesis title: Preparation of graphene/conductive polymer composites for energy related applications. Supervisor: Jinhua Sun , Examiner: Mohsen Mirkhalaf

Anita Ullrich, Master's thesis (Fraunhofer, Chalmers), 11/2021 - 06/2022. Thesis title: Development of a DEM-FEM framework for infrastructure simulations. Supervisor: Elin Solberg, Co-supervisors: Klas Jareteg, Christoffer Cromvik, Examiner: Mohsen Mirkhalaf

Noah Mentges, Master's thesis (Chalmers), 07/2020 – 12/2020. 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

Hélène Latty, Master's exchange project (Chalmers), 08/2021 – 01/2022. Project title: Short fiber bio-composites: manufacturing, testing and modelling. Supervisor: Giada Lo Re (Chalmers), Co-supervisor: Mohsen Mirkhalaf

Tom van Beurden, Master's exchange project (Chalmers), 02/2019 – 06/2019. Project title: Multi-scale modelling of short fiber composites via orientation averaging and using self-consistent interactionSupervisor: Martin Fagerström (Chalmers), Co-supervisors: Mohsen Mirkhalaf and Fredrik Larsson (Chalmers)

Eva Eggels, Master's exchange project (Chalmers), 09/2018 – 12/2018. Project title: Modelling the mechanical behavior of short fiber composites via orientation averaging. Supervisor: Martin Fagerström (Chalmers), Co-supervisor: Mohsen Mirkhalaf

Arshia Nikbakht, Bachelor's thesis (University of Isfahan), 02/2022 – 08/2022. Thesis title: Delamination detection in composite laminates using deep learning. Supervisor: Mohammad Heidari-Rarani (University of Isfahan), Co-supervisor: Mohsen Mirkhalaf

Emilio Haumahu, Bachelor's thesis (Eindhoven University of Technology), 09/2021 – 02/2022. Thesis title: Investigating in-situ properties of natural fiber reinforced polymer matrix composites. Supervisors: Johan Hoefnagels and Marc van Maris (Eindhoven University of Technology)

Pouya Shahbazian, Bachelor's thesis (University of Isfahan), 02/2020 – 10/2020. Thesis title: Experimental investigation and micro-mechanical modelling of the stiffness of short fiber composites. Supervisor: Mohammad Heidari-Rarani (University of Isfahan), Co-supervisor: Mohsen Mirkhalaf