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- Mohsen Mirkhalaf
Mohsen Mirkhalaf
Universitetslektor, biträdande
Institutionen förOm Mohsen Mirkhalaf
Sedan början av 2020 har jag varit biträdande professor vid institutionen för fysik på Göteborgs universitet och jag har lett forskargruppen Mechanics and Physics of Materials vid institutionen. Mina nuvarande forskningsintressen är:
- Utveckla mikromekaniska och flerskaliga modeller för (bio-) kompositer,
- Använda maskininlärningstekniker för att förbättra beräkningseffektiviteten hos fysikbaserade modeller,
- Utveckla maskininlärning förbättrade fysikbaserade modeller för att designa (bio-) kompositer,
- Använda fysikbaserade modeller och maskininlärningstekniker för att utveckla modeller och verktyg för medicinska tillämpningar.
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Micromechanics-based deep-learning for composites: Challenges and future
perspectives
S. Mohsen Mirkhalaf, Iuri Rocha
European Journal of Mechanics, A/Solids - 2024 -
A multi-fidelity data-driven model for highly accurate and computationally efficient modeling of short fiber
composites
Hon Lam Cheung, S. Mohsen Mirkhalaf
Composites Science and Technology - 2024 -
A multiscale deep learning model for elastic properties of woven
composites
Ehsan Ghane, M. Fagerström, S. Mohsen Mirkhalaf
International Journal of Solids and Structures - 2023 -
Recent advances in development of additively manufactured thermosets and fiber reinforced thermosetting composites: Technologies, materials, and mechanical
properties
Rasoul Mahshid, Mahdi Naem Isfahani, Mohammad Heidari-Rarani, S. Mohsen Mirkhalaf
Composites Part A: Applied Science and Manufacturing - 2023 -
A multiphysics-based artificial neural networks model for
atherosclerosis
M. Soleimani, B. Dashtbozorg, M. Mirkhalaf, S. Mohsen Mirkhalaf
Heliyon - 2023 -
Experimental investigation and micromechanics-based damage modeling of tensile failure of polymer concrete reinforced with recycled PET
bottles
Mohammad Heidari-Rarani, Mohammad Asdollah-Tabar, S. Mohsen Mirkhalaf
Engineering Failure Analysis - 2023 -
Computationally efficient modelling of short fiber composites across different length
scales
S. Mohsen Mirkhalaf, B. Castricum, T.J.H. van Beurden, M. Ekh, F. Larsson, Martin Fagerström
XVII International Conference on Computational Plasticity (COMPLAS 2023) - 2023 -
Micromechanical modelling of short fibre composites considering fibre length
distributions
N. Mentges, H. Celik, C. Hopmann, M. Fagerstrom, S. Mohsen Mirkhalaf
Composites Part B-Engineering - 2023 -
A micromechanics-based recurrent neural networks model for path-dependent cyclic deformation of short fiber
composites
J. Friemann, B. Dashtbozorg, M. Fagerström, S. Mohsen Mirkhalaf
International Journal for Numerical Methods in Engineering - 2023 -
A computationally efficient coupled multi-scale model for short fiber reinforced
composites
B. A. Castricum, M. Fagerström, M. Ekh, F. Larsson, S. Mohsen Mirkhalaf
Composites Part A: Applied Science and Manufacturing - 2022 -
The mechanical behavior of polylactic acid (PLA) films: fabrication, experiments and
modelling
S. Mohsen Mirkhalaf, M. Fagerström
Mechanics of Time-Dependent Materials - 2021 -
A micromechanics-based artificial neural networks model for elastic properties of short fiber
composites
Noah Mentges, B. Dashtbozorg, S. Mohsen Mirkhalaf
Composites Part B: Engineering - 2021 -
On the use of artificial neural networks and micromechanical analysis for predicating elastic properties of unidirectional
composites
Ehsan Ghane, M. Fagerström, S. Mohsen Mirkhalaf
8th ECCOMAS Thematic Conference on the Mechanical Response of Composites - COMPOSITES 2021, 22-24 September 2021. Martin Fagerström (red.) - 2021 -
Predicting the elasto-plastic response of short fiber composites using deep neural networks trained on micro-mechanical
simulations
J. Friemann, B. Dashtbozorg, M. Fagerström, S. Mohsen Mirkhalaf
8th conference on mechanical response of composites - 2021 -
Modelling the effect of fiber length distributions in short fiber reinforced
composites
N. Mentges, S. Mohsen Mirkhalaf, M. Fagerström
8th conference on mechanical response of composites - 2021 -
Scratch behavior of reinforced HDPE through molecular dynamics
simulations
R. Simoes, M. Oliveira, J. Yao, C. Tian, S. Mohsen Mirkhalaf, W. Brostow
Mrs Communications - 2021 -
A hierarchical coupled multi-scale model for short fiber reinforced
composites
Brian Castricum, S. Mohsen Mirkhalaf, Martin Fagerström, Fredrik Larsson
14th World Congress on Computational Mechanics (WCCM) - 2021 -
A finite element based orientation averaging method for predicting elastic properties of short fiber reinforced
composites
S.M. Mirkhalaf, E. H. Eggels, T. J. H. van Beurden, F. Larsson, M. Fagerstrom
Composites Part B-Engineering - 2020 -
Short fiber composites: Computational homogenization vs orientation
averaging
S.M. Mirkhalaf, E.H. Eggels, A.T. Anantharanga, F. Larsson, M. Fagerström
22nd International Conference on Composite Materials. 11-16 August 2019, Melbourne, Australia - 2019 -
Micromechanics-based modelling of elastic and elastoplastic behaviour of short fibre
composites
S.M. Mirkhalaf, E.H. Eggels, T.J.H. van Beurden, A.T. Anantharanga, F. Larsson, M. Fagerström
Digimat Users’ conference. October 1-3, 2019, Bordeaux, France - 2019 -
A finite-strain elasto-vicoplastic model for rubber toughened glassy polymers: Formulation and
Validation
B.P. Ferreira, S.M. Mirkhalaf, F.M.A. Pires
Computational Methods in Multi-scale, Multi-uncertainty and Multi-physics Problems (CM4P). Porto,15-17 July 2019 - 2019 -
Continuum and Multiscale Modeling of Rubber Toughened Glassy Polymers at Finite
Strains
B.P. Ferreira, S.M. Mirkhalaf, F.M.A. Pires
15th US National Congress on Computational Mechanics (USNCCM15). July 28 - August 1, 2019. Austin, Texas, USA - 2019 -
Micromechanical modeling of anisotropic behavior of oriented semicrystalline
polymers
S.M. Mirkhalaf, Johannes A.W. van Dommelen, Leon E. Govaert, Jevan Furmanski, Marc G.D. Geers
Journal of Polymer Science, Part B: Polymer Physics - 2019 -
Micromechanics of oriented semi-crystalline polymers: from structure to
properties
J.A.W. van Dommelen, S.M. Mirkhalaf, J. Furmanski, L.E. Govaert
Bulletin of the American Physical Society - 2019 -
Micro-mechanical modelling of the anisotropic behaviour of oriented semi-crystalline
Polyethylene
S. Mohsen Mirkhalaf, J.A.W van Dommelen, L.E. Govaert, J. Furmanski, M.G.D. Geers
Deformation, Yield and Fracture of Polymers (DYFP XVII) - 2018 -
Micromechanical modeling of the mechanical behavior of unidirectional composites – A comparative
study
M. Heidari-Rarani, K. Bashandeh-Khodaei-Naeini, S.M. Mirkhalaf
Journal of Reinforced Plastics and Composites - 2018 -
Modelling of the post yield response of amorphous polymers under different stress
states
S.M. Mirkhalaf, F. M. Andrade Pires, Ricardo Simoes
International Journal of Plasticity - 2017 -
Micro-mechanical modelling of the yield behaviour of oriented semi-crystalline
Polyethylene
S.M. Mirkhalaf, J.A.W. van Dommelen, L.E. Govaert, M.G.D. Geers
14th US National Congress on Computational Mechanics - 2017 -
Numerical modelling of amorphous polymers: Formulation and
implementation
F.P.B. Macedo, S.H. Wu, S. Mohsen Mirkhalaf, F.M.A. Pires
7th European Congress on Computational Methods in Applied Sciences and Engineering - 2016 -
Continuum modelling of heterogeneous
polymers
S. Mohsen Mirkhalaf, F.M.A. Pires, R. Simoes
Plasticity, Damage & Fracture 2016 - 2016 -
Determination of the size of the Representative Volume Element (RVE) for the simulation of heterogeneous polymers at finite
strains
S.M. Mirkhalaf, F. M. Andrade Pires, Ricardo Simoes
Finite Elements in Analysis and Design - 2016 -
An elasto-viscoplastic constitutive model for polymers at finite strains: Formulation and computational
aspects
S.M. Mirkhalaf, F. M. Andrade Pires, R. Simoes
Computers and Structures - 2016 -
Constitutive description of yield properties for heterogeneous
polymers
S.M. Mirkhalaf, F.M.A. Pires, R. Simoes
AES-ATEMA International Conference Series - 2014 -
Predicting the mechanical behavior of amorphous polymeric materials under strain through multi-scale
simulation
M. Carvalho Araújo, J. P. Martins, S.M. Mirkhalaf, Senentxu Lanceros-Mendez, F. M.Andrade Pires, Ricardo Simoes
Applied Surface Science - 2014 -
An improved elasto-viscoplastic constitutive model for polymers under different stress
states
S.M. Mirkhalaf, F.M.A. Pires, R. Simoes
14th European Mechanics of Materials Conference - 2014 -
Prediction of the stress-strain behavior of heterogeneous amorphous polymers using micro-scale finite element
analysis
S.M. Mirkhalaf, F.M.A. Pires, R. Simoes
10th World Conference on Computational Mechanics - 2012 -
An efficient numerical integration algorithm for the single mode compressible Leonov
model
S.M. Mirkhalaf, F.M.A Pires, R. Simoes
2011 -
Vibration analysis of circular plates with an eccentric circular perforation with a free edge and attached concentrated mass at any arbitrary
position
M.M. Najafizadeh, S.M. Mirkhalaf
Australian Journal of Basic and Applied Sciences - 2011 -
Transverse vibration of clamped and simply supported circular plates with an eccentric circular perforation and attached concentrated
mass
S.M. Mirkhalaf
journal of solid mechanics - 2009