161 citations · 1.1k across the 39 of their papers we have counts for
43 papers
Colloidal layer deposition with a controllable number of layers and compositional order
Akshaya Kumar Jena, Aashima Aashima, Pritam Kumar Jana +1
We design a system with a binary suspension of colloids and a surface that triggers the self-assembly of crystallites with a finite thickness. The proposed design allows controllin…
Equilibrium Propagation for Non-Conservative Systems
Antonino Emanuele Scurria, Dimitri Vanden Abeele, Bortolo Matteo Mognetti +1
Equilibrium Propagation (EP) is a physics-inspired learning algorithm that uses stationary states of a dynamical system both for inference and learning. In its original formulation…
Evolutionary chemical learning in dimerization networks
Alexei V. Tkachenko, Bortolo Matteo Mognetti, Sergei Maslov
We present a framework for chemical learning based on Competitive Dimerization Networks (CDNs) - systems in which multiple molecular species, e.g., proteins, DNA oligomers, or RNA…
Equilibrium Propagation: the Quantum and the Thermal Cases
Serge Massar, Bortolo Matteo Mognetti
Equilibrium propagation is a recently introduced method to use and train artificial neural networks in which the network is at the minimum (more generally extremum) of an energy fu…
Chemotactic crawling of multivalent vesicles along ligand-density gradients
Hannah Sleath, Bortolo Mognetti, Yuval Elani +1
Living cells are capable of interacting with their environments in a variety of ways, including cell signalling, adhesion, and directed motion. These behaviours are often mediated…
Sliding across a surface: particles with fixed and mobile ligands
Janna Lowensohn, Laurie Stevens, Daniel Goldstein +1
A quantitative model of the mobility of functionalized particles at the interface is pivotal to understanding important systems in biology and nanotechnology. In this work, we inve…