Tomorrow Starts Today: Quantum Computing Methods in Automotive Engineering
In this workshop, led jointly by Theresa Schreyer from Vitesco Technologies and Clemens Binder from KI Park e.V., the synergies between quantum computing and artificial intelligence in automotive engineering were explored, with a particular focus on temperature prediction in high-voltage traction inverters using thermal models.
Workshop Highlights
The workshop focused on the integration of AI and quantum methods for optimization, addressing the differences between using emulators and real qubits. Participants examined classical solutions, algorithms for model order reduction, and the potential of physics-informed neural networks to solve complex nonlinear differential equations.
Applications of quantum computing in manufacturing simulations, molecular assimilation of electrode materials, and machine learning for bin-picking tasks were discussed. The importance of benchmarking and learning from research projects was emphasised, with a focus on how quantum computing can transform complex industrial processes.
Notable Contributions
Michael Schlotter and Alexander Uhrle from Schaeffler shared their experiences in defining use cases for quantum computing, building a core team, and integrating quantum computing into their digitisation strategy.
Prof. Wolfgang Mauerer from the Ostbayerische Technische Hochschule Regensburg presented their research initiatives, which significantly contribute to quantum technology research in Germany.
Experts from Terra Quantum AG, including Julius von Selchow, Vishal Shete, Karan Pinto, Satanei Zhinova, Michael Perelshtein, and Ion Gabriel Ion, showcased their expertise in quantum algorithms, particularly in optimization and simulation, and shared their work with automotive industry clients.
Matthias Kaiser from Anaqor discussed their involvement in large-scale European projects testing various industrial applications of quantum computing and the importance of integrating quantum technologies into industrial systems.
Additionally, Gabriele Compostella from IBM was welcomed as a partner. As a major player in the quantum industry, IBM has significantly contributed to fostering connections between different companies to advance quantum technology.