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Mechanical Neural Network Driven by Flexure-Based, Meso-Scale, Bidirectional Thermal Actuators (Case No. 2024-235)

Summary: UCLA researchers in the Department of Mechanical Engineering have developed a novel bidirectional thermal linear transducer for active vibration dampening and high precision manufacturing equipment. Background: Metamaterials are engineered structures that demonstrate properties not commonly found in natural materials. To date, most...

Published: 5/14/2025 | Inventor(s): Jonathan Hopkins, Pietro Sainaghi, Michael Cullinan, Andrew Gray

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Category(s): Materials, Materials > Functional Materials, Materials > Fabrication Technologies, Materials > Construction Materials, Materials > Composite Materials, Mechanical, Mechanical > Aeronautics & Aerospace, Mechanical > Sensors, Mechanical > Micro-Electromechanical Systems (Mems), Mechanical > Mechanical Systems