4 papers
Characterizing Nonlinear Dynamics via Smooth Prototype Equivalences
Roy Friedman, Noa Moriel, Matthew Ricci +3
Characterizing the long term behavior of dynamical systems given limited measurements is a common challenge throughout the physical and biological sciences. This is a challenging t…
Fitness and Overfitness: Implicit Regularization in Evolutionary Dynamics
Hagai Rappeport, Mor Nitzan
A common assumption in evolutionary thought is that adaptation drives an increase in biological complexity. However, the rules governing evolution of complexity appear more nuanced…
Enhancing Swarms Durability to Threats via Graph Signal Processing and GNN-based Generative Modeling
Jonathan Karin, Zoe Piran, Mor Nitzan
Swarms, such as schools of fish or drone formations, are prevalent in both natural and engineered systems. While previous works have focused on the social interactions within swarm…
TRENDy: Temporal Regression of Effective Nonlinear Dynamics
Matthew Ricci, Guy Pelc, Zoe Piran +2
Spatiotemporal dynamics pervade the natural sciences, from the morphogen dynamics underlying patterning in animal pigmentation to the protein waves controlling cell division. A cen…