AI Powered Automotive Solutions

Our AI-powered automotive solutions revolutionize vehicle design and performance optimization. By leveraging advanced surrogate models and machine learning techniques, we enable rapid simulations and real-time responses, leading to significant improvements in aerodynamics, weight reduction, and downforce enhancement.

Innovating Automotive Optimisation with AI-Driven Surrogate Models

In the automotive sector, the development of surrogate models plays a pivotal role in enhancing optimisation processes, providing a solution to replace large, complex systems with more efficient models for real-time fast responses. These surrogate models enable high-performance optimisation in critical areas such as drag reduction, weight reduction, and downforce enhancement. By utilising AI and machine learning techniques, manufacturers can achieve faster, more accurate simulations, allowing for the rapid testing of multiple design variations. This leads to improvements in vehicle performance, fuel efficiency, and overall design, ensuring that the automotive industry remains at the forefront of innovation and sustainability.

 

Applications

Why Choose Our AI Solutions for Automotive?

  • Real-Time System Optimisation
  • Enhanced Vehicle Performance
  • Sustainability and Efficiency
  • Rapid Design Iteration

By integrating our AI solutions, automotive manufacturers can stay at the forefront of innovation, delivering vehicles that excel in performance, efficiency, and design.

Propietary Technologies

Neural Networks

Small and agile networks suitable for:

  • Classification
  • Surrogate development
  • Forecasting
  • Pattern recognition

Image Processing

Larger Convolutional networks suitable for:

  • Image classification
  • Image segmentation
  • Background removal
  • Genetic Algorithms

Genetic Algorithms

Hybrid evolutionary optimisation tools using multiple cross-over / mutation / evolution techniques suitable for:

  • Global multi-parameter multi-objective optimisation

How does artificial intelligence help F1 teams?

Custom AI Services

Aerospace
Anomaly Detection
Automation
Automotive
Computer Vision
Engineering
Fintech
Gen AI
Legal
LLMs and Chat GPT
Logistics
Manufacturing
Medical
Military Technology
MLOps
Recruitment
Renewable Energy
Retail
Security
Telemarketing

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