Hamna Asif

You are already at the latest version Large language models (LLMs) have revolutionized and have had significant impact on diverse domains such as healthcare, software development and autonomous systems by enabling natural language understanding and reasoning. However, single agent architectures limit their potential due to their non-collaborative nature and the reduced capability to perform complex, multi-disciplinary tasks which require teamwork, role division and adaptive decision making.

You are already at the latest version Jet anomaly detection in a high-energy physics is a non-stationary task that is fuelled by shifts in the domain due to pile-up and predominantly by background noise, and dynamically changing relationships between jet constituents in such a scenario, where a conventional graph neural network architecture is frequently inadequate in terms of robustness and interpretability.