Welcome to the "Yes We KAN!" Initiative page

The Yes We KAN initiative brings the power of Kolmogorov-Arnold Neural Networks to your biogas plant - with zero upfront cost and no commitment required

Our Promise: If our insights don't help optimize your operations, you pay nothing.

Recently, a new type of neural network called Kolmogorov-Arnold Network (KAN), has shown promise for science-related tasks. KANs can decompose high-dimensional functions into one-dimensional functions, interpretability can be gained by symbolically regressing these 1D functions.

Why applying KANs to biogas?

• Superior interpretability compared to traditional neural networks
• Clear insights into what drives your plant's performance
• Actionable recommendations based on your specific data

• Securely share your historical plant data with us
• Clear insights into what drives your plant's performance
• Actionable recommendations based on your specific data
• Decide if you want to implement the optimizations

Increased Efficiency

Optimize your biogas production through data-driven insights

Clear Understanding

Interpretable results that show exactly what affects performance

Zero Risk

No costs unless you choose to implement the optimizations

Join the Yes We KAN initiative and discover your plant's full potential

Questions? Contact our team at hello@greendatascience.com