Follow our progress and get informed about the project’s process Deliverables & Publications Deliverables WP 1 Project Management and Governance D1.2 Ethical Analysis, Governance and GuidelinesD1.4 Ethical Analysis, Governance and Guidelines | 2nd WP 2 User Scenarios, Requirements and Socio-economic Assessment D2.1 Requirements Engineering MethodologyD2.3 Digital Transformation Pathways Assessment and Benchmarking WP 3 Conceptual Framework and Reference Architecture D3.1 Conceptual Framework and Reference ArchitectureD3.2 Data Space and Digital TwAIns DesignD3.3 Data Space and AI Toolkit Reference Implementations WP 4 Data Space for Circular and Resilient Manufacturing D4.1 Circular TwAIn Industrial Data Platform, Standards OntologiesD4.2 Data Space Implementations for Materials/Products and Process/ProductionD4.3 Data Integration and Validation Report WP 5 AI-enabled Digital Twins for Distributed Manufacturing D5.1 Circular TwAIn Data4AI Platform and AI ToolkitD5.2 AI-enhanced Digital Twins Implementations for Products Production and PersonaeD5.3 System Integration and Validation Report WP 6 Industrial Pilots and Circular Manufacturing Experimentations D6.1 Methodology and Tools for Industrial Pilots Coordination WP 7 Dissemination, Communication, Standardisation, Impact Creation D7.1 Brand Management Materials and Web PortalD7.2 Report on Dissemination and CommunicationD7.3 Liaison with AI4MAN Ecosystem, Didactic Factories Network, Legal and Ethical issuesD7.4 SMART Standards and Exploitation PlanD7.5 Innovation and Collaboration Marketplace Publications On the Role of Digital Twins in Data SpacesA Performance Evaluation of OWL 2 DL Reasoners using ORE 2015 and Very Large Bio OntologiesOpen-Source Implementations of the Reactive Asset Administration Shell: A SurveyRestricted AccessOptimisation of a Chemical Process by Using Machine Learning Algorithms with Surrogate Modeling