work Testing topological data analysis for wind turbine condition monitoring Vibration-based CBM with topology-derived health indicators (Norwegian wind park data). Cloud-based hybrid virtual flow metering (offshore gas field) Hybrid physics–data virtual flow metering in the cloud for water production monitoring offshore. Topological analysis of slug flow in offshore wells Persistent homology and ML to detect transitions toward severe slugging from offshore sensor data. Gas–surface interaction and hydrogen dynamics Academic work on molecular simulation of hydrogen on graphene and graphite.