AIMdyn Inc. has begun work on the DARPA HAIKU project in collaboration with BAE Systems:
Hybrid AI Integrating Koopman Units (HAIKU)
The HAIKU project leverages Koopman Operator methods to enhance existing state-of-the-art climate models for long-term predictions through the use of AI. The Koopman-based climate models offer improved predictions by modeling physics not accounted for in the climate models while exhibiting a speed-up of over a million times. These models allow climatologists to efficiently run simulations under different scenarios to improve the understanding of our planet’s weather system.
AIMdyn Principal Investigator: Dr. Maria Fonoberova