MODPROD 2024
Proceedings for the 18th MODPROD Workshop, February 6-7, 2024
“AI for Model-Based Systems Engineering”
Presentations
Tutorials
- Tutorial 1: Peter Fritzson, Linköping University.
Introduction to Object Oriented Modeling, Simulation, Debugging and Dynamic Optimization with Modelica using OpenModelica - Tutorial 3: Chris Rackauckas, Massachusetts Institute of Technology.
Scientific Machine Learning
Session 1
- Peter Fritzson.
Welcome by the MODPROD Vice Director - Keynote: Chris Rackauckas & Yingbo Ma, Massachusetts Institute of Technology.
Connecting Scientific Machine Learning with Acausal Modeling
Session 2a: AI for Model-Based Engineering
- Christopher Jouanett.
Presentation of the ITEA4 DEFAINE project
Session 2b: Standards & Languages for Model-Based Engineering
- Christian Bertsch, Fabian Jarmolowitz & Oliver Lenord.
Using the Functional Mock-up Interface (FMI) for AI applications - Luis Corona Mesa-Moles, Audrey Jardin & Jean-Philippe Argaud.
How data assimilation can help in the initialization of Modelica models? - Oliver Lenord.
OpenSCALING – A European effort to scale-up model-based systems engineering to the needs of carbon neutral transformation
Session 3
- Kristian Sandahl.
Presentation of Research at PELAB - Peter Fritzson & Niklas Fock.
Presentation of Research at Santa Anna IT Research Institute - Peter Fritzson.
Presentation of Research at WASP
Session 4
- Keynote: Jan Bosch.
AI Engineering: A Research Agenda
Session 5a: Model-Based Applications
- Lukas Koenemann, Astrid Bensmann & Richard Hanke-Rauschenbach.
Design and dispatch of decentralized energy systems using artificial neural networks - Robert Braun, Magnus Landberg & Magnus Sethson.
Model-based Analysis of Hydraulic Infinite Linear Actuators for Aerospace Applications - Andreas Gising & Mikael Hult.
Forestry from above – Vision or reality?
Session 5b: AI for Model-Based Engineering
- Jorge Lovaco.
Model training for aircraft requirement predictions” - John Baras, Sandeep Damera, Praveen Kumar, Clinton Enwerem, Daniel Hunter & Erfaun Noorani.
Integrating ML and AI in Model-Based Systems Engineering for Trusted Autonomy
Session 6a: Modelling & Simulation
- Lars Eriksson.
An Open Source Modeling and Simulation Platform for Fuel Cell Electric Vehicles used in an International Benchmark Competition - Dirk Zimmer.
Enabling the Compilation of Individual Components for Systems of Linear Implicit Equilibrium Dynamics - Oliver Lenord, Andreas Heuermann & Alexander Fischer.
Nonlinear Loop Replacement Applied to Realtime Capable Jet Pump Model
Session 6b 2024: Model-based Engineering
- Erik Herzog, Johanna Axehill & Robert Hällqvist.
Excuse me Sir/Madam, which Model?