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Exclusive: How Neural Concept's aerodynamic AI is shaping Formula One

Apr 14, 2024 - techcrunch.com
Neural Concept, an AI-based startup, has made significant strides in the field of aerodynamics, from developing the world's most aerodynamic bicycle to being used by four out of 10 Formula 1 teams. The company's software, Neural Concept Shape (NCS), uses machine learning to make aerodynamic suggestions and recommendations, helping engineers avoid potential pitfalls and explore new directions. The software has found applications not only in racing but also in the automotive and aerospace industries, with companies like Bosch and Mahle among its clients.

The company, which raised $9.1 million in a Series A round in 2022, is now working towards a Series B round. Its software is helping historic F1 teams like Williams Racing improve their performance. The software can run a full CFD simulation in as little as 20 seconds, compared to the typical hour, giving teams a competitive edge. Neural Concept is also expanding into non-motorsport areas of the automotive industry, working on more efficient electric motors, optimizing cabin heating and cooling, and even crash testing.

Key takeaways:

  • Neural Concept, an AI-based startup, has developed a machine-learning-based system called Neural Concept Shape (NCS) that makes aerodynamic suggestions and recommendations for various industries, including Formula 1 racing, automotive, and aerospace.
  • Four out of 10 Formula 1 teams use an evolution of Neural Concept's technology, with Williams Racing identified as one of the clients.
  • NCS can significantly reduce the time and cost of computational fluid dynamics (CFD) simulations, making it a valuable tool in industries where aerodynamics is crucial.
  • Neural Concept is also working on applications beyond aerodynamics, such as developing more efficient electric motors, optimizing cabin heating and cooling, and crash testing.
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