WELCOME
The Hajizadeh Research Group carries out research with the vision of enabling autonomous soft matter discoveries through contributing to the 4 pillars of this emerging field, including physics-informed, active and interpretable ML (XAI) for soft matter, integrated multiscale soft matter simulations, intelligent search, and high throughput robotic soft matter synthesis.
We are specifically working on the following problems: antibacterial star polypeptides against multi-drug resistant bacteria, dental restorative materials, ML-enabled hybrid transferrable coarse-grained model development, development of ML-enabled multiscale soft matter simulation framework integrated with intelligent search strategies, soft matter physics, rheology of complex fluids, multi-block copolymer phase behaviour, and advanced materials for water-borne acoustics.
Dr Ellie Hajizadeh
Senior Lecturer - Department of Mechanical Engineering
The University of Melbourne
Melbourne, Australia
The Hajizadeh Research Group carries out research with the vision of enabling autonomous soft matter discoveries through contributing to the 4 pillars of this emerging field, including physics-informed, active and interpretable ML (XAI) for soft matter, integrated multiscale soft matter simulations, intelligent search, and high throughput robotic soft matter synthesis.
We are specifically working on the following problems: antibacterial star polypeptides against multi-drug resistant bacteria, dental restorative materials, ML-enabled hybrid transferrable coarse-grained model development, development of ML-enabled multiscale soft matter simulation framework integrated with intelligent search strategies, soft matter physics, rheology of complex fluids, multi-block copolymer phase behaviour, and advanced materials for water-borne acoustics.
Dr Ellie Hajizadeh
Senior Lecturer - Department of Mechanical Engineering
The University of Melbourne
Melbourne, Australia
