[HTML][HTML] Learning without neurons in physical systems

M Stern, A Murugan - Annual Review of Condensed Matter …, 2023 - annualreviews.org
Learning is traditionally studied in biological or computational systems. The power of
learning frameworks in solving hard inverse problems provides an appealing case for the …

Total synthesis of colloidal matter

T Hueckel, GM Hocky, S Sacanna - Nature Reviews Materials, 2021 - nature.com
Atoms serve as an inspiration for colloidal self-assembly, whereby building blocks can
combine and confer endless functionality using a few design principles, including …

Memory formation in matter

NC Keim, JD Paulsen, Z Zeravcic, S Sastry… - Reviews of Modern …, 2019 - APS
Memory formation in matter is a theme of broad intellectual relevance; it sits at the
interdisciplinary crossroads of physics, biology, chemistry, and computer science. Memory …

Self-assembly of emulsion droplets through programmable folding

A McMullen, M Muñoz Basagoiti, Z Zeravcic, J Brujic - Nature, 2022 - nature.com
In the realm of particle self-assembly, it is possible to reliably construct nearly arbitrary
structures if all the pieces are distinct,–, but systems with fewer flavours of building blocks …

Equilibrium mechanisms of self-limiting assembly

MF Hagan, GM Grason - Reviews of modern physics, 2021 - APS
Self-assembly is a ubiquitous process in synthetic and biological systems, broadly defined
as the spontaneous organization of multiple subunits (macromolecules, particles, etc.) into …

[HTML][HTML] Non-reciprocal multifarious self-organization

S Osat, R Golestanian - Nature Nanotechnology, 2023 - nature.com
A hallmark of living systems is the ability to employ a common set of building blocks that can
self-organize into a multitude of different structures. This capability can only be afforded in …

[HTML][HTML] Self-organization of primitive metabolic cycles due to non-reciprocal interactions

V Ouazan-Reboul, J Agudo-Canalejo… - Nature …, 2023 - nature.com
One of the greatest mysteries concerning the origin of life is how it has emerged so quickly
after the formation of the earth. In particular, it is not understood how metabolic cycles, which …

Programming patchy particles for materials assembly design

EM King, CX Du, QZ Zhu, SS Schoenholz… - Proceedings of the …, 2024 - pnas.org
Direct design of complex functional materials would revolutionize technologies ranging from
printable organs to novel clean energy devices. However, even incremental steps toward …

Design rules for controlling active topological defects

S Shankar, LVD Scharrer, MJ Bowick… - Proceedings of the …, 2024 - National Acad Sciences
Topological defects play a central role in the physics of many materials, including magnets,
superconductors, and liquid crystals. In active fluids, defects become autonomous particles …

Tunable persistent random walk in swimming droplets

A Izzet, PG Moerman, P Gross, J Groenewold… - Physical Review X, 2020 - APS
We characterize the motility of athermal swimming droplets within the framework of a
persistent random walk. Just like active colloids, their trajectories can be modeled with a …