4 papers
Evidence-Aware MapReduce for Forkable Compute
Yossi Eliaz
Snapshot-backed sandboxes make branching cheap while leaving evidence dependence unchanged. Branches can reuse a model, prompt, repository, tests, observations, or execution ancest…
Chemistry-informed Machine Learning Explains Calcium-binding Proteins Fuzzy Shape for Communicating Changes in the Atomic States of Calcium Ions
Pengzhi Zhang, Jules Nde, Yossi Eliaz +3
Proteins' fuzziness are features for communicating changes in cell signaling instigated by binding with secondary messengers, such as calcium ions, associated with the coordination…
Forecasting Avalanches in Branched Actomyosin Networks with Network Science and Machine Learning
Chengxuan Li, James Liman, Yossi Eliaz +1
We explored the dynamical and structural effects of actin-related proteins 2/3 (Arp2/3) on actomyosin networks using mechanochemical simulations of active matter networks. At a nan…
Insights from Graph Theory on the Morphologies of Actomyosin Networks with Multilinkers
Yossi Eliaz, Francois Nedelec, Greg Morrison +2
Quantifying the influence of microscopic details on the dynamics of development of the overall structure of a filamentous network is important in a number of biologically relevant…