These images show shapes that a computer
program found as the optimum structure for a composite material that
conducts both heat and electricity.
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A Princeton chemist has developed a general
mathematical system for designing materials that perform two functions at once,
even when the desired properties sometimes conflict with each other.
Salvatore Torquato and colleagues used computers to calculate the optimum
structure for any material that is a composite of two substances with differing
properties. The achievement is the first simple example of a mathematically
rigorous method for optimizing the design of multifunctional composites, which
are an increasingly common kind of material.
The approach could help bring to man-made materials the efficiency of design
that characterizes so many biological materials. "Biological materials are
inherently multifunctional," said Torquato. "They have evolved over millions of
years to cope with a wide range of situations, so they perform a variety of
functions well."
A tree, for example, has to support its weight and resist winds while
transporting liquids up and down its length, said Torquato, who is a professor
in the Princeton Materials Institute as well as the Department of Chemistry.
"Until our work, however, there has been no clear and simple example that
rigorously demonstrates the effect of competing property demands on composite
microstructures."
In addition to its possible applications in materials science, the method may
help biologists study natural materials, such as the walls of a cell, to
understand why they are built as they are. "Using rigorous optimization
techniques, we are now in a position to test some of the basic tenets of
biology," Torquato said. "Are there elements of biology -- perhaps subsystems
within an organism or cell -- that are optimized in any sense?"
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Torquato and co-authors Sangil Hyun, a postdoctoral fellow, and Aleksandar
Donev, a graduate student, described their findings in a paper published in the
Dec. 23 edition of Physical Review Letters.
In their paper, the scientists demonstrated their approach by finding the
ideal structure for a composite that is good at conducting both electricity and
heat. Many materials already are good at both those tasks, but Torquato chose
ones that are good at only one or the other. Running the scientists' program,
the computer arrived at surprisingly complex shapes as the optimum way in which
the two materials should mix with each other at a microscopic scale.
The technique is general and could be used to optimize many properties,
Torquato said. The technology already exists to make materials assemble
themselves into finely tuned micro-scale patterns like the ones the scientists
generated in their demonstration, Torquato said.
"I think it's phenomenal work and it's something that is very needed and
timely," said Jeff Brinker, a senior scientist at Sandia National Laboratory and
professor of chemical and nuclear engineering at the University of New Mexico.
Brinker is preparing to collaborate with Torquato to test the idea in actual
materials.

As fabrication techniques improve, materials scientists increasingly need
such theoretical work to guide them, Brinker said. "How should we direct the
self assembly? Sometimes it's not very intuitive what the optimum structure
should be."
The shapes produced by the computer are interesting in themselves, said
Torquato. The best structure for simultaneous heat and electricity flow turned
out to be a complex shape called a "bicontinuous triply periodic minimal
surface," which Torquato recognized from other situations. A minimal surface is
one that takes up the least amount of area for a given volume. A soap bubble is
a common example of a minimal surface. Usually, this shape arises from a need to
minimize surface tension. The researchers were surprised to see a minimal
surface in their ideal conductor because neither of their stipulated properties
have anything to do with surface tension.
Studying these non-intuitive shapes may offer insights into the relation
between structure and function in both biological and man-made materials,
Torquato said. "These results and the shapes we found suggest to me that there
are incredibly rich opportunities that have not even been tapped into," he said.