1 citations · 2 across the 3 of their papers we have counts for
4 papers
Suppression of errors in collectively coded information
Martin J. Falk, Leon Zhou, Yoshiya J. Matsubara +3
Modern life largely transmits genetic information from mother to daughter through the duplication of single physically intact molecules that encode information. However, copying an…
Learning via mechanosensitivity and activity in cytoskeletal networks
Deb S. Banerjee, Martin J. Falk, Margaret L Gardel +3
In this work we show how a network inspired by a coarse-grained description of actomyosin cytoskeleton can learn - in a contrastive learning framework - from environmental perturba…
Learning to learn: Non-equilibrium design protocols for adaptable materials
Martin J. Falk, Jiayi Wu, Ayanna Matthews +5
Evolution in time-varying environments naturally leads to adaptable biological systems that can easily switch functionalities. Advances in the synthesis of environmentally-responsi…
Learning to Control Active Matter
Martin J Falk, Vahid Alizadehyazdi, Heinrich Jaeger +1
The study of active matter has revealed novel non-equilibrium collective behaviors, illustrating their potential as a new materials platform. However, most works treat active matte…