Artificial Intelligence for Simulink

Etkinlik Programı ve İçeriği


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

Etkinlik Bilgileri

Tarih
05 Aralık 2023
Saat
14:00-15:30
Konuşmacı
Dr. Christine Bolliger – Senior Application Engineer
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