AI and the Power of Simulation
Overview
Simulation has become an integral part of product development in almost all industries and is reaching new levels with trends like Digital Twins. How can the power of simulation be combined with the impressive models behind the AI hype? Truth be told – in many ways!
In this session we will talk about four large trends for AI and Simulation:
- AI for Reduced Order Modelling (ROM) – a way of managing the computational burden from High-Fidelity models
- AI based Virtual Sensors – mimicking a physical sensor where real values cannot be measured
- Reinforcement Learning based Controls – letting the model teach itself against a simulation environment
- AI model enhancement using Digital Twins – diversify your dataset using simulation
About the Presenter
Emelie Andersson is a senior application engineer at MathWorks focusing the full AI workflow, all the way from data labelling and training models, to compressing AI models for deployment. She joined MathWorks in 2016 and has been supporting customers in many different industries to adapt AI technologies. Emelie holds a M.Sc. degree from Lund University in image analysis and signal processing.
Product Focus
Recorded: 10 Nov 2022
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