Henrik Wolf
I was trained as a theoretical physicist and complex systems researcher, with a heavy focus on interdisciplinary research. After working mostly on the complexity of human mobility, I now study ways in which we can use physics to build learning metamaterials.
Session
10-02
16:42
3min
From resonator networks to Markov chains: Studying learning metamaterials using the Julia ecosystem
Henrik Wolf
With the ever increasing computational cost of machine learning applications in mind, the need to explore alternative learning paradigms becomes apparent. One such paradigm would be to exploit the massive parallelism of physical systems. We introduce a metamaterial based on coupled nonlinear resonators that learns in-situ, and show how we are able to study it seamlessly across various levels of abstraction, building on Julia and the extensive ecosystem for scientific computing.
Posters
Coffee room