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Customizable wave tailoring nonlinear materials enabled by bilevel inverse design
Brianna MacNider1, Haning Xiu1, Caglar Tamur2
1Department of Mechanical and Aerospace Engineering, University of California, San Diego, La Jolla, CA, USA.
Discover the optimal nonlinearity for wave tailoring applications. Our inverse design method outperforms traditional energy locking for impact mitigation, offering new possibilities for passive nonlinear materials.
Area of Science:
- Nonlinear dynamics
- Materials science
- Wave propagation
Background:
- Nonlinearities significantly alter wave propagation in diverse fields.
- Selecting the optimal nonlinearity for specific wave tailoring applications remains a challenge.
Purpose of the Study:
- To introduce a bilevel inverse design method for tailoring nonlinear mechanical wave responses.
- To identify optimal nonlinearities for impact mitigation and pulse shaping.
Main Methods:
- Developed a bilevel inverse design approach coupling structural shape optimization with reduced-order nonlinear dynamical inverse design.
- Applied the method to a 1D polynomial spring-mass chain (Fermi-Pasta-Ulam-Tsingou variant).
- Investigated two distinct problems: minimizing impact energy and transforming pulse shapes.
Main Results:
- Demonstrated that minor nonlinearity variations drastically alter system dynamics, outperforming linear systems.
- Showcased that the optimal nonlinearity significantly surpasses "energy locking" bistability for impact mitigation.
- Validated impact mitigation findings through experimental comparison, showing excellent agreement.
Conclusions:
- The developed framework enables passive nonlinear mechanical wave tailoring for materials.
- Potential applications include computing, signal processing, shock mitigation, and autonomous materials.
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