Advanced Design for Weakly Coupled Resonators by Automatic Active Optimization (Adv. Mater. Technol. 13/2026)
Source abstract
Abstract
Weakly Coupled Resonators In Research Article e01633, Liwei Lin and co-workers present an AI-driven automatic active optimization framework for weakly coupled MEMS resonators. By synergistically integrating machine learning with genetic algorithms, this framework efficiently explores the design space by using a small dataset, achieving highly accurate predictors while enabling global optimal design discovery.
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Mechanical and Optical Resonators · Acoustic Wave Phenomena Research · Metamaterials and Metasurfaces Applications
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Department of Mechanical Engineering and Berkeley Sensor and Actuator Center University of California at Berkeley Berkeley CA USA
References
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