Comment by rotskoff

As a statistical physicist, the title of this article looks the way "Two new papers explore the complexity of neural networks" might to a working ML researcher. Bubbles and foams are, and have been, a topic of intense research in soft matter physics for decades. Foams, in particular, have myriad uses in industry and have many well-established models.