Agenda for Virtual Upscaling Annual Webinar 2018-12-18 All times are CET 13:00-13:10 VTT/Sami Majaniemi: Main achievements of the project from viable business model perspective 13:10-13:15 Questions and comments 13:15-13:25 VTT/Peyman Davvalo Khongar: Artificial intelligence based surrogate modeling 1: case thermodynamic data banks. Case studies with precipitation processes 13:25-13:30 Questions and comments 13:30-13:40 Teknalia/Miguel Seco: Validation of the calculation tool for additive manufacturing simulation 13:40-13:45 Questions and comments 13:45-13:55 Leartiker/Ricardo Hernandez: Correlation of fibre orientation predictions with reality a step towards structural predictions 13:55-14:00 Questions and comments 14:00-14:10 Outotec/Petri Kobylin, Antti Roine: Combining CFD with constrained equilibrium calculations 14:10-14:15 Questions and comments 14:15-14:25 VTT/Paul Klinge: Machine learning based surrogate modeling 2: case FEM models 14:25-14:30 Questions and comments 14:30-14:40 VTT/Jukka Hemilä: Business case studies in Virtual Upscaling 14:40-15:00 Questions, comments & closing