These scientists created jewelry out of the striking shapes of chaos theory

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A team of Italian scientists has figured out a way of turning the striking, complex twisting shapes of chaos theory into actual jewelry, according to a new paper published in the journal Chaos. These pieces aren’t simply inspired by chaos theory; they were directly created from its mathematical principles.

“Seeing the chaotic shapes transformed into real, polished, shiny, physical jewelry was a great pleasure for the whole team. Touching and wearing them was also extremely exciting,” said co-author Eleonora Bilotta of the University of Calabria. “We think it is the same joy that a scientist feels when her theory takes form, or when an artist finishes a painting.”

The concept of chaos might suggest complete randomness, but to scientists, it denotes systems that are so sensitive to initial conditions that their output appears random, obscuring their underlying internal rules of order: the stock market, rioting crowds, brain waves during an epileptic seizure, or the weather. In a chaotic system, tiny effects are amplified through repetition until the system goes critical. The roots of today’s chaos theory rest on a serendipitous discovery in the 1960s by mathematician-turned-meteorologist Edward Lorenz.

Lorenz thought the advent of computers provided an opportunity to combine mathematics and meteorology for better weather prediction. He set out to construct a mathematical model of the weather using a set of differential equations representing changes in temperature, pressure, wind velocity, and the like. Once he had his skeleton system, he kept a continuous simulation running on his computer, which would produce a day’s worth of virtual weather every minute. The resulting data resembled naturally occurring weather patterns—nothing ever happened the same way twice, but there was clearly an underlying order.

One wintry day early in 1961, Lorenz decided to take a shortcut. Instead of starting the whole run over, he started midway through, typing the numbers straight from an earlier printout to give the machine its initial conditions. Then he walked down the hall for a cup of coffee. When he returned an hour later, he found that, instead of exactly duplicating the earlier run, the new printout showed the virtual weather diverging so rapidly from the previous pattern that, within just a few virtual “months,” all resemblance between the two had disappeared.

Six decimal places were stored in the computer’s memory. To save space on the printout, only three appeared. Lorenz had entered the shorter, rounded-off numbers, assuming that the difference—one part in a thousand—was inconsequential, similar to a small puff of wind that is unlikely to have much impact on large-scale features of the weather. But in Lorenz’s particular system of equations, such small variations proved catastrophic.

This is known as sensitive dependence on initial conditions. Lorenz subsequently dubbed his discovery “the butterfly effect”: the nonlinear equations that govern the weather have such an incredible sensitivity to initial conditions—that a butterfly flapping its wings in Brazil could theoretically trigger a tornado in Texas. The metaphor is especially apt. To investigate further, Lorenz simplified his complex weather model, focusing on rolling fluid convection in our atmosphere: basically, a gas in a solid rectangular box with a heat source on the bottom and cooled from above, in which warm air rises to the top and cooler air sinks to the bottom. He simplified a few fluid dynamics equations and found that plotting the results of specific parameter values in three dimensions produced an unusual butterfly-shaped figure.

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via Ars Technica – All content https://arstechnica.com

January 24, 2023 at 05:29PM

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