Gradientsys, an LLM-scheduled multi-agent framework using ReAct and MCP, reports 24.1% GAIA accuracy versus 15.0% for a MinionS-style baseline and lower cost, but provides no reproducible artifacts.
Observation of ultra-high-Q resonators in the ultrasound via bound states in the continuum
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abstract
The confinement of waves in open systems represents a fundamental phenomenon extensively explored across various branches of wave physics. Recently, significant attention has been directed towards bound states in the continuum (BIC), a class of modes that are trapped but do not decay in an otherwise unbounded continuum. Here, we theoretically investigate and experimentally demonstrate the existence of quasi-BIC (QBIC) for ultrasonic waves by leveraging an elastic Fabry-P\'erot metasurface resonator. We unveil several intriguing properties of the ultrasound QBIC that are robust to parameter scanning, and we present experimental evidence of a remarkable Q-factor of 350 at around 1 MHz frequency, far exceeding the state-of-the-art using a fully acoustic underwater system. Our findings contribute novel insights into the understanding of BIC for acoustic waves, offering a new paradigm for the design of efficient, ultra-high Q-factor ultrasound devices.
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Gradientsys: A Multi-Agent LLM Scheduler with ReAct Orchestration
Gradientsys, an LLM-scheduled multi-agent framework using ReAct and MCP, reports 24.1% GAIA accuracy versus 15.0% for a MinionS-style baseline and lower cost, but provides no reproducible artifacts.