Atoms serve as an inspiration for colloidal self-assembly, whereby building blocks can
combine and confer endless functionality using a few design principles, including directionality, …

Natural language processing models have emerged that can generate useable software and
automate a number of programming tasks with high fidelity. These tools have yet to have …

Molecular dynamics (MD) simulations have become an important tool for characterizing
mechanisms underlying complex processes, interpreting experimental measurements, and …

It has been demonstrated recently that supercooled liquids sharing simple structural features
(eg pair distribution functions) may exhibit strikingly distinct dynamical behavior. Here we …

From rock salt to nanoparticle superlattices, complex structure can emerge from simple building
blocks that attract each other through Coulombic forces 1 , 2 , 3 – 4 . On the micrometre …

Cells assemble and maintain functionally distinct actin cytoskeleton networks with various
actin filament organizations and dynamics through the coordinated action of different sets of …

In this work, we investigate the question: do code-generating large language models know
chemistry? Our results indicate, mostly yes. To evaluate this, we introduce an expandable …

Arp2/3 complex nucleates branched actin filaments that provide pushing forces to drive
cellular processes such as lamellipodial protrusion and endocytosis. Arp2/3 complex is …

We investigate the connection between local structure and dynamical heterogeneity in
supercooled liquids. Through the study of four different models, we show that the correlation …

Computer simulations can aid in understanding how collective materials properties emerge
from interactions between simple constituents. Here, we introduce a coarse-grained model …