Internship / Thesis - System Identification with Physics-informed ML for Vehicle Dynamics (m/f/d)

Job description

We are CARIAD, the automotive software company of the Volkswagen Group. Our teams build automotive software platforms and digital customer functions for iconic brands like Audi, Volkswagen, and Porsche – supporting the Volkswagen Group in becoming the leading automotive technology company. With CARIDIANS in Germany, the USA, China, Estonia, and India, we are transforming automotive mobility for everyone. Join us and be part of this exciting journey! YOUR TEAM: For the department Vehicle, Energy, Motion & Body (VEMB) we are looking for a student (intern or master thesis) for the project ”System Identification with Physics-informed Machine Learning for Vehicle Dynamics”. Our department develops advanced software for vehicle energy, motion, and body systems. Our VEMB pre-development team works on methods for end-to-end learning of VEMB functions to enable faster, scalable and more cost-effective product development. We cover the entire development range-from initial concepts to proof of concepts in test vehicles in close cooperation with the series development departments. WHAT YOU WILL DO: - Review of the current state of the art literature in physics-informed machine learning; evalu...