Our Toolbox

AI and Machine Learning 

We develop AI‑driven tools that turn complex environmental, agricultural and industrial data into useful, predictive insights for decision‑makers. 

Our work combines machine learning with domain expertise to: 

• support growers with predictive tools for orchard, forest and farm management 
• detect unwanted objects in processing lines in real time 
• extract value from large and complex datasets 

Computational Materials Discovery

We use advanced computational modelling techniques to rapidly design and identify new materials, significantly accelerating discovery timelines. 

Our work includes: 

• density functional theory (DFT) modelling 
• machine‑learned interatomic potentials 
• high‑throughput screening of material systems 
• development of next-generation battery materials 

These approaches allow us to screen thousands of material combinations efficiently, supporting innovation in energy and materials science.

Electromagnetics and Optical Sensors Design 

We develop sensing technologies using electromagnetic waves to measure and monitor the properties of natural and engineered systems. 

Our capabilities include: 

• microwave and radar sensing of water, soil and material properties 
• measurement systems deployed on satellites, drones and ground-based platforms 
• sensing technologies for applications ranging from agriculture to Antarctic environments 

Hydrogeology and Environmental Modelling 

We use integrated modelling and geochemical analysis to understand how water moves through landscapes and interacts with ecosystems. 

Our work supports: 

• freshwater management and policy development 
• modelling of groundwater and surface water interactions 
• understanding environmental change and its long-term impacts 

We combine field data, tracers and advanced modelling to deliver practical insights for sustainable land and water use. 

Electrochemical and Photocatalytic Engineering    

We develop advanced chemical technologies to detect and mitigate environmental impacts, including emissions. 

Our research includes: 

• electrochemical detection systems 
• photocatalytic processes for breaking down harmful compounds 
• novel approaches to reducing methane emissions 

These technologies contribute to more sustainable environmental and industrial practices. 

New Materials and Biotechnology     

We apply advanced chemistry and biology to develop sustainable materials and bio-based solutions. 

Our work includes: 

• wet fibre spinning and green solvent chemistry for producing sustainable textiles 
• development of biopolymers and smart materials 
• microbial biotechnology for soil health, carbon capture and bioprocessing 

These capabilities support innovation in circular and bio-based economies.