82 citations · 82 across the 5 of their papers we have counts for
6 papers
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…
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…
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…
Let's do the time-warp-attend: Learning topological invariants of dynamical systems
Noa Moriel, Matthew Ricci, Mor Nitzan
Dynamical systems across the sciences, from electrical circuits to ecological networks, undergo qualitative and often catastrophic changes in behavior, called bifurcations, when th…
Revealing physical interaction networks from statistics of collective dynamics
Mor Nitzan, Jose Casadiego, Marc Timme
Revealing physical interactions in complex systems from observed collective dynamics constitutes a fundamental inverse problem in science. Current reconstruction methods require ac…