Established in 1946 and with offices and training schools across the globe, TWI is one of the world-leading not-forprofit research and technology organisations with a turnover €69million. From bases in the UK, Europe, South East Asia, India, the Middle East, Central Asia and the USA, nearly 1000 staff provide expertise in joining and fabrication, material science and structural integrity. Services include generic research; contract R&D; technical information; engineering services and advice; standards development; and training and qualification services. TWI is internationally renowned for its ability to employ multidisciplinary, impartial teams to implement both established and advanced joining technologies, or to solve problems arising at any stage of the product life cycle – from initial design, materials selection, production and quality assurance, through to in-service performance, repair and life extension. TWI also has representation on over 100 standards committees. TWI Hellas develops state-of-the-art technologies for volume-efficient data processing, model-driven data analysis, and large-scale data management, to deliver:

• State-of-the-art Machine Learning algorithms for spatiotemporal data processing (image, video) and analysis enabling step-changes in information extraction and machine awareness
• Next-generation Human Machine Interfaces delivered seamlessly through web/mobile platforms for sophisticated tasks, from data processing to special-purpose robot control
• Digital simulation models (Digital Twins) that update with input from multiple sources and change as their physical counterparts change to represent real-time status or infer their condition