Hysteresis is an
essential attribute of many solid-state devices
and biological processes, yet it is often overlooked in colloidal
and soft-matter dynamic systems. Herein, we show that gold nanoparticles
can remain dispersed or aggregated at the same temperature depending
on the trajectory of applied stimulus, featuring hysteretic behavior.
Aided by real-time analytics and fine-tuning of experimental parameters,
such as salt concentration, nanoparticle diameter, and surface potential,
we disentangled the kinetic (rate-dependent) and thermodynamic (rate-independent)
components of hysteresis in cyclic clustering of nanoparticles. The
hysteresis originates from the difference in the aggregation and disassembly
temperatures. Our findings enrich the repertoire of the experimental
framework with potential for stimuli-sensitive nanotransducers, information
storage, switchable catalysis, or autonomous chemical networks with
feedback loops.