The Hidden Cost of AI Agents: Towards Energy-Efficient Agentic Systems
The Hidden Cost of AI Agents: Towards Energy-Efficient Agentic Systems
AI is rapidly moving from single-response chatbots toward agentic systems, where Large Language Models (LLMs) plan, reason over multiple steps,…
Self-Adaptive Edge Systems with Agentic AI
Edge computing has become an important way to process data and deliver intelligent services close to where data is generated,…
Evaluating LLM-Based Agent Orchestration Frameworks for Industrial Deployment
LLM-based agent orchestration frameworks enable the coordination of multiple AI agents to complete complex, multi-step tasks that exceed the capabilities…
Quantifying Mutual Coupling for Next-Generation Low-Frequency Radio Telescopes
Low-frequency radio astronomy, typically operating in VHF/UHF frequency bands, relies on large-scale aperture array systems to probe some of the…
Advancing Direct Air Capture Through Improved Adsorbent Regeneration and Contactor Design
Current DAC systems typically use amine-functionalised porous materials because of their high affinity for CO₂ at atmospheric concentrations. However, commercial…
Unravelling the formation of condensable volatiles during biomass pyrolysis for high-quality bio-oil production
Climate change necessitates a transition to renewable energy sources for Australia to achieve its net-zero goal by 2050. Renewable biofuels…
Artificial Intelligence for Automated Phased Array Antenna Layout Synthesis
Modern wireless communication, sensing and radio astronomy systems increasingly rely on phased array antennas for high gain, adaptive beamforming, interference…
Biologically Directed Carbon Assembly in Thermochemical Waste Conversion Systems
This project investigates how biological processing environments influence carbon evolution behaviour during thermochemical conversion of waste-derived systems. The research explores…
Mineral Carbonation for Decarbonisation of the Mining Industry
The mining industry faces increasing pressure to reduce greenhouse gas emissions while improving resource efficiency and minimising waste generation. Mineral…
Production and upgrading of waste tyre pyrolysis oil for low-carbon liquid fuels
Waste tyres are typical rubber-based wastes generated across various industrial sectors such as transport, mining and agriculture. In 2023–2024, Australia…