Multistable energy landscapes for adaptive microscopic machines
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arXiv
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| Main Authors: | , , , , , , , |
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| Format: | Preprint |
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2026
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| _version_ | 1866911646161567744 |
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| author | Lim, Melody Xuan Liang, Zexi Alkuino, Gabriel Kim, Jason Z. Griniasty, Itay Zhang, Teng McEuen, Paul L. Cohen, Itai |
| author_facet | Lim, Melody Xuan Liang, Zexi Alkuino, Gabriel Kim, Jason Z. Griniasty, Itay Zhang, Teng McEuen, Paul L. Cohen, Itai |
| contents | The past few years have seen great strides in our ability to build synthetic microscopic machines. However, the function of such machines is often controlled directly by externally applied fields that deterministically specify the instantaneous machine dynamics. A crucial step towards machines that can respond adaptively to changes in their environment is the ability to program multiple functions that actuate under the same external driving field, so that their internal state dictates which function is executed. Here, we demonstrate that energy landscapes with designed multistability enable the same externally applied field to drive multiple configurations and dynamic responses in microscopic machines, enabling increasing levels of autonomy. We show three examples. First, we write a bistable energy landscape into a microscopic device, enabling the device to exhibit two stable mechanical configurations under the same external magnetic field. Next, adding a second degree of freedom enables differing dynamic responses to the same external magnetic field, which we direct into net displacement of the environment. Finally, we demonstrate how a microscopic machine with a continuous symmetry autonomously channels a single degree-of-freedom magnetic actuation into locomotion and adaptively responds to forces induced by other machines. |
| format | Preprint |
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arxiv_https___arxiv_org_abs_2605_03077 |
| institution | arXiv |
| publishDate | 2026 |
| record_format | arxiv |
| spellingShingle | Multistable energy landscapes for adaptive microscopic machines Lim, Melody Xuan Liang, Zexi Alkuino, Gabriel Kim, Jason Z. Griniasty, Itay Zhang, Teng McEuen, Paul L. Cohen, Itai Soft Condensed Matter The past few years have seen great strides in our ability to build synthetic microscopic machines. However, the function of such machines is often controlled directly by externally applied fields that deterministically specify the instantaneous machine dynamics. A crucial step towards machines that can respond adaptively to changes in their environment is the ability to program multiple functions that actuate under the same external driving field, so that their internal state dictates which function is executed. Here, we demonstrate that energy landscapes with designed multistability enable the same externally applied field to drive multiple configurations and dynamic responses in microscopic machines, enabling increasing levels of autonomy. We show three examples. First, we write a bistable energy landscape into a microscopic device, enabling the device to exhibit two stable mechanical configurations under the same external magnetic field. Next, adding a second degree of freedom enables differing dynamic responses to the same external magnetic field, which we direct into net displacement of the environment. Finally, we demonstrate how a microscopic machine with a continuous symmetry autonomously channels a single degree-of-freedom magnetic actuation into locomotion and adaptively responds to forces induced by other machines. |
| title | Multistable energy landscapes for adaptive microscopic machines |
| topic | Soft Condensed Matter |
| url | https://arxiv.org/abs/2605.03077 |