Wednesday, 20 November
09:30On-site registration opens
10:30

Pre-seminar short course:
AI for Simulation Engineers *
Max Kassera (yasAI)

12:30Exhibition opens
Session 1
13:30Welcome & Introduction
Pär-Ola Jansell (member of the NAFEMS NORDIC Steering Committee / Altair Engineering); Albert Roger Oswald (NAFEMS)
13:40

Keynote presentation:
AI-Driven Digital Twins: Bridging the Physical and Digital Worlds in Modern Mecha(tro)nics
Grzegorz Orzechowski (LUT University)

1​4:15

Platinum sponsor presentation:
Pushing the Boundaries of Innovation with AI
Joakim Lindholm (Altair Engineering)

14:35Data-Based Design of a Tracking Controller for Planar Closed-Loop Mechanisms
Sanam Hajipour Talkouei, Dieter Bestle (University of Technology Cottbus–Senftenberg)

1​5:00

Gold sponsor presentation:
Sidact

1​5:10

Event Detection and Cause Correlation for Crash Simulation Results
Dominik Borsotto (Sidact)

15:35Break
Session 2
16:15

Machine Learning Tools and Applications for Optimization and Design Exploration
Dimitrios Drougkas (BETA CAE Systems)

1​6:40

Gold sponsor presentation:
Towards AI-Empowered Design Exploration
Jan Granlund (Dassault Systemes)

16:50AI-Empowered 3D Surrogate Modelling: Case Study of Thermo-Mechanical Simulation of a Glass Table
Padmeya Prashant Indurkar, Barakat Bokharaie, Jan Granlund (Dassault Systemes)

1​7:15

Memory for Your AI: Lessons Learned from 6 Years of Applied Research on Contextual Graph-Data-Bases as Enabler for AI Use Cases
Christopher Woll (GNS Systems); Marco Lah (Context64.ai)

17:40Get together in the exhibition hall
Thursday, 21 November
Session 3
08:30Keynote presentation:
Applications of AI/ML in Fatigue Analysis
Anssi Laukkanen (VTT Technical Research Centre of Finland)
09:05Automated Damage Localization in Carbon Fiber Composites via Machine Learning and Deep Learning
Andre Tavares (Siemens Industry Software)
09:30Artificial Neural Networks Aiding the Calibration Process of Polymers in the Packaging Industry
Eskil Andreasson (Tetra Pak); Md Shafiqul Islam (Blekinge Institute of Technology)
09:55Break
Session 4
10:40Modelling of Visco-Plasticity using Neural Networks
Martin Kroon (Linnaeus University)
11:05AI-Driven Design Parameter Optimization for Sheet Metal Forming Processes
Kai Dietheim, Koutaiba Kassem-Manthey (GNS Gesellschaft für numerische Simulation); Semih Burak, Christian Terboven (RWTH Aachen University); Seyed Ali Mohammadi, Ahmad Tarraf, Felix Wolf (TU Darmstadt); Lukas Moj, Christopher Woll (GNS Systems)
11:30Applications of AI in Engineering
Gustaf Jönsson (Altair Engineering)
11:55Lunch Break
Session 5
13:00Combining Simulation with Machine Learning During Various Design Phases of Turbomachinery
Erik Munktell (Siemens)
13:25Data-Driven Optimization of Exhaust Valve Geometry for Wear Reduction
Mohammad A. Haghnejat (Wärtsilä/FS Dynamics ); Jouko Hintikka, Niclas Liljenfeldt (Wärtsilä); Luc St-Pierre (Aalto University)
13:50Empowering Organizations with Engineering Intelligence to Revolutionize Product Development
Mariana Osorio (Neural Concept)
14:15

Discussion:
AI and ML in Simulation Driven Design - How do these Technologies Add Value?
Pär-Ola Jansell (member of the NAFEMS NORDIC Steering Committee / Altair Engineering)

14:45Farewell
Pär-Ola Jansell (member of the NAFEMS NORDIC Steering Committee / Altair Engineering); Albert Roger Oswald (NAFEMS)
15:00End of seminar

A​genda subject to change.

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