Big data Optimized data handling Visualization Workflow technologies

Big data GPU High performance computing Multi-scale & multi model simulations Optimized data handling Real time data analysis

FAIR Research Software Impact Software Citation

Cancer vaccine Convolutional Neural Network Deep Learning Framework Geometric Deep Learning Graph Neural Network Missense variant Protein-Protein Interaction Structural biology

Air traffic management (ATM) BlueSky Conflict detection and resolution dissertation Flight safety Simulator

Air traffic management (ATM) BlueSky Conflict detection and resolution Deep Reinforcement Learning (DRL) Soft Actor Critic Unmanned Aircraft Systems

All software

Bluesky software: underlying the publication “Distributed Conflict Resolution at High Traffic Densities with Reinforcement Learning”

Bluesky software: underlying the publication “Improving Algorithm Conflict Resolution Manoeuvres with Reinforcement Learning”

Vertical Conflict Resolution in Layered Airspace with Reinforcement Learning using the BlueSky Open Air Traffic Simulator