Marco Polin, Yohai Roichman and David G. Grier
Department of Physics and Center for Soft Matter
Research, New York University, New York, NY 10003
Date: November 16, 2007
Colloidal interactions tend to be diminutive, often no greater than a few femtonewtons, and typically are masked by vigorous Brownian motion. Nevertheless, they govern the microscopic stability and macroscopic properties of colloidal dispersions. Monitoring these interactions therefore is useful for understanding and controlling the many natural and industrial processes governed by colloidal dynamics.
This Article introduces a rapid and accurate method for measuring the interactions between a pair of colloidal particles. Combining optical micromanipulation (1), digital video microscopy (4,5,2,3) and a new analytical scheme based on adaptive kernel density estimation (6), this method requires just minutes to characterize the pair potential of micrometer-scale particles in water. It corrects for experimental artifacts identified in previous studies of colloidal interactions, accounts for any optically-induced interactions, and provides results in near-real time.
Section 1 reviews
methods for measuring colloidal interactions with an emphasis on
the practical considerations that have limited their
widespread adoption.
This section also highlights some of the benefits and
challenges of confining colloidal particles
to one dimension using extended optical traps known as line tweezers.
Section 2 briefly describes our holographic
implementation of line traps, which have been described in
detail elsewhere (7,1).
The principal contributions of this Article are presented in
Sec. 3, which addresses the statistical
mechanics of interacting colloidal particles on a line trap.
This discussion develops a statistically optimal analysis
of trapped particles' trajectories that yields accurate results
for the pair potential
with exceedingly small data sets.
We apply these methods to a well-studied model system in
Sec. 4 to demonstrate that just 4,000 samples
of two particles' trajectories can suffice to measure their
pair potential to within
.