Short resume of the presenter
Dr. Christine Bolliger is a senior application engineer at MathWorks Switzerland supporting customers across different industries in the areas of software engineering, data science and cloud computing. Before joining MathWorks, she worked as a software engineer and leader of a data science team. She holds master’s degrees in physics and computational science and engineering from the University of Bern and ETH Zürich and has a PhD in Biomedical Sciences.
Agenda
| Reduced Order Modeling |
| Virtual Sensors |
| Reinforcement Learning |
| Synthetic Data Generation |
| Virtual Sensor Demo: Battery State of Charge Estimation with AI |
| Designing and training machine learning components with Statistics and Machine Learning Toolbox |
| Designing and training deep learning components with Deep Learning Toolbox |
| Importing trained TensorFlow models into MATLAB |
| Integrating machine learning and deep learning models into Simulink for system-level simulation |
| Generating library-free C code and performing PIL tests |
