Category Physics

Robots that refuse to fail: AI evolves ‘legged metamachines’ that reassemble and withstand injury

Evolved robots are born to run and refuse to die
Called “legged metamachines,” the creations are made from autonomous, Lego-like modules that snap together into an endless number of configurations. Credit: Sam Kriegman/Northwestern University

Northwestern University engineers have developed the first modular robots with athletic intelligence. They can be combined and recombined in the wild, recover from injury and keep moving no matter what’s thrown at them.

Called “legged metamachines,” the creations are made from autonomous, Lego-like modules that snap together into an endless number of configurations. Each module by itself is a complete robot with its own motor, battery and computer. Alone, a module can roll, turn and jump. But the real agility and indestructibility emerges when the modules combine.

The study was published i...

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Your clothes may become smarter than you

Your clothes may become smarter than you
Graphical abstract. Credit: ACS Omega (2025). DOI: 10.1021/acsomega.5c08488

You’re probably used to the sight of smartwatches on people’s wrists. But what about smart clothes? Researchers at the University of Georgia are exploring how the clothes people wear can potentially track and protect their health. Smart textiles are fabrics that can monitor the body’s vitals and movement in real time. They’re flexible and lightweight, making them more comfortable to wear while moving.

The present publication focuses on MXenes, a class of two-dimensional, microscopic materials made from metals that can be coated or printed onto fabrics...

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Next-generation memory material has the surprising property of shrinking when heated

A new material for next-generation memory—with the surprising property of shrinking when heated
Credit: Masaki Azuma

Most materials we use in everyday life expand slightly when heated and return to their original size when cooled. In addition to such thermal properties, materials can also have electrical properties or magnetic properties, and traditionally we have used these characteristics separately. However, some materials allow multiple properties to coexist within a single substance.

Research on such materials is expected to contribute to the development of next-generation memory devices that can store and retain information while consuming far less energy.

How multiferroics could transform memory
A representative example is a class of materials known as multiferroics, which combine the properties of a capacitor (the ability to store electric charge) and a magnet...

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How an overlooked electrostatic force could drive the motor of the future

An overlooked electrostatic force drives the motor of the future
Prototype plastic ferroelectric motor (Left: angled view; Right: bottom view with the lower electrode removed to reveal the resin rotor) Credit: Professor Suzushi Nishimura

When we hear about moving objects with electricity, most of us imagine a “pulling force.” Positive and negative charges attract each other, drawing objects together. It is natural to think that this attractive force—known as electrostatic force—is what makes things move.

However, this force is not very strong, and it has not been suitable for driving large machines in our daily lives. For that reason, most practical motors rely on a different mechanism. For example, the motors in electric fans and electric vehicles do not use electricity directly to create motion...

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