Discussion of December topics: Digital Twins, User Data Functions (UDFs), and Fabric IQ.

December topics: Digital Twins, User Data Functions (UDFs), and Fabric IQ.

Adam Amara, cofounder & CEO at Turing Biosystems, discusses network-based modelling and multiomics integration on metabolic networks, multilayer networks to integrate mutiomics and clinical data with knowledge graphs, and the use of TuringDB.ai to analyse large biomedical knowledge graphs and build digital twins.

Introductory talk exploring digital twins for testing complex systems — from software-defined vehicles and next-generation batteries to smart energy grids and AI-powered surgical robots — and how virtual replicas shape real-world performance. Demystifies what digital twins are, how they work, and why they are transforming development by enabling safer, faster, and leaner processes.