Self-Organized Resonance during Search of a Diverse Chemical Space

被引:28
作者
Kachman, Tal [1 ,2 ,3 ]
Owen, Jeremy A. [1 ]
England, Jeremy L. [1 ]
机构
[1] MIT, Dept Phys, Phys Living Syst Grp, 400 Tech Sq, Cambridge, MA 02139 USA
[2] IBM Res Lab, Machine Learning Healthcare & Life Sci, IL-3498825 Haifa, Israel
[3] Technion Israel Inst Technol, Dept Phys, IL-320003 Haifa, Israel
关键词
NANOPARTICLES;
D O I
10.1103/PhysRevLett.119.038001
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Recent studies of active matter have stimulated interest in the driven self-assembly of complex structures. Phenomenological modeling of particular examples has yielded insight, but general thermodynamic principles unifying the rich diversity of behaviors observed have been elusive. Here, we study the stochastic search of a toy chemical space by a collection of reacting Brownian particles subject to periodic forcing. We observe the emergence of an adaptive resonance in the system matched to the drive frequency, and show that the increased work absorption by these resonant structures is key to their stabilization. Our findings are consistent with a recently proposed thermodynamic mechanism for far-from-equilibrium self-organization.
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页数:5
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