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Faculty

○ Arash Rabbani
Assistant Professor at the School of Computing.

Personal website
(Link)

University profile
(Link)


Ph.D. students

○ Yi Fang
Student of Computer science at the University of Leeds, working on Unsupervised Deep Learning for abnormality detection and modeling in placental tissues
(Link)

○ Ali Sadeghkhani
Student of Computer science at the University of Leeds, working on 3D reconstruction of porous material based on 2D images using conditional generative adversarial neural networks (CGANs).
(Link)

○ Mehdi Ghasemi
Student of Chemical Engineering at the University of Manchester, Working on Image-based modeling of membranes, co-supervision with Unimus research group at the University of Manchester.
(Link)

○ Yuzhang Ge
Student of Mathematics and Statistics at the University of Glasgow, Working on Cardio-mechanical emulation of left ventricle via Bayesian inference, co-supervision with SofTMech research group at the University of Glasgow.
(Link)


Alumni

○ Aymane Mebarki (2023)
MSc student, Dissertation title: Application of Deep Learning for Characterisation of Porous Material

○ Xing Chen (2023)
MSc student, Dissertation title: 3D Reconstruction of porous materials based on 2D images using conditional adversarial neural networks

○ Yuanlong Fang (2023)
MSc student, Dissertation title: Application of Deep Learning for Characterisation of Porous Material

○ Yassine Marzouki (2023)
MSc student, Dissertation title: The Analysis of the Attention U-net Architecture

○ Abhinav Sharma (2022)
Student of Data Analytics, Supervised at the University of Glasgow and worked on data-driven estimation of price elasticity and store segmentation.

○ David Harrot (2022)
Student of Data Analytics, Worked on the application of convolutional neural networks for the prediction of air pollution in London, Supervised at the University of Glasgow.


Partner Labs

○ MUTRIS
MUTRIS is focused on advanced computer vision and machine learning methods for the study of rocks and predictive modelling of them. MUTRIS is led by Prof. Peyman Mostaghimi and Prof. Ryan Armstrong at the University of New South Wales.
(Link)

○ UNIMUS
UNIMUS stands for Uncertainty-incorporated multiscale simulation of flow and transport in porous media. Unimus is led by Dr. Masoud Babaei at the University of Manchester.
(Link)

○ SofTMechSET
SofTMechSET is part of the SoftMech, a Centre of Mathematics for Healthcare, with primary support from the EPSRC since 2016. SofTMechSET aims to develop novel statistical emulation techniques to make real-time cardiovascular modeling and predictions. SofTMechSET is led by Prof. Dirk Husmeier at the University of Glasgow.
(Link)

○ Mechanics and Dynamics Lab (MaDLab)
MaDLab is an engineering research lab focused on understanding the fundamental mechanics of advanced structured material systems and leveraging this understanding to create new technologies for engineering applications. MaDLab is led by Dr. Bhisham Sharma.
(Link)

○ Oxford image-based multi-physics modelling of multi-phase materials
The group focuses on a combination of computational methods, digital microstructure and innovative experimental techniques to understand the behavior of a range of materials with a particular focus on soft tissues having load bearing function. This Lab is led by Dr. Olga Barrera, Reader in Mechanical Engineering.
(Link)

○ Forbes Research Group
This lab is focused on understanding how factors in the maternal environment, such as diet, microRNAs, and extracellular vesicles, contribute to altered placental and fetal growth, particularly in pregnancies complicated by maternal diabetes. This Lab is led by Dr. Karen Forbes, Associate Professor of Molecular Endocrinology.
(Link)