MoriNet - Machine Learning from a Mori-Zwanzig Perspective

MoriNet — a machine learning architecture motivated by the Mori-Zwanzig decomposition.

MoriNet takes the Mori-Zwanzig decomposition as an architectural starting point, treating the memory term as the thing the network exists to represent rather than as an unstructured residual.

(Winchenbach & Thuerey, 2025)

Presented at SPHERIC 2025 in Barcelona, Spain.

References

2025

  1. MoriNet - Machine Learning from a Mori-Zwanzig Perspective
    Rene Winchenbach, and Nils Thuerey
    In 19th International SPHERIC Workshop, Barcelona, Spain, 2025