Discover how researchers have developed an innovative analog computer that utilizes water waves to predict chaotic events.
proved proficient at remembering input data and accurately predicting future events. It even outperformed a high-performance digital computer in some cases. But how does it all work?
Reservoir computers mimic the reasoning process that occurs in the thrower's brain. They can learn from past inputs to forecast future events. Although reservoir computers were initially proposed using neural networks, which are computer programs inspired by the structure of neurons in the brain, they can also be constructed using simple physical systems.
At the end of this process, the state of the water in the bucket provides us with a prediction. If the wave interactions generate large new waves, we can anticipate heavy rainfall. On the other hand, if the interactions result in small waves or cancel each other out, we should expect only light rain or no rain at all.
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