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Here, we demonstrate a polaritonic cavity-enhanced THz photoresponse in an antenna-coupled device based on chemical-vapor-deposited (CVD) monolayer graphene. The dipole antenna lobes simultaneously serve as two gate electrodes, concentrate the impinging THz field, and efficiently launch acoustic graphene plasmons (AGPs), which drive a strong photothermoelectric (PTE) signal. Between 6 and 90 K, the photovoltage exhibits pronounced peaks, modulating the PTE response by up to \u223c40%, which we attribute to AGPs forming a Fabry\u2013Pe\u0301rot THz cavity in the full or half graphene channel. Combined full-wave and transport\u2013thermal simulations accurately reproduce the gate-controlled plasmon wavelength, spatial absorption profile, and the resulting nonuniform electron heating responsible for the PTE response. The lateral and vertical maximum confinement factors of the AGP wavelength relative to the incident wavelength are 165 and 4000, respectively, for frequencies from 1.83 to 2.52 THz. These results demonstrate that wafer-scalable CVD graphene, without hexagonal boron nitride encapsulation, can host coherent AGP resonances and exhibit an efficient polaritonic-enhanced photoresponse under appropriate gating, antenna coupling, and AGP cavity design, opening a route to scalable, polarization- and frequency-selective, liquid-nitrogen cooled, and low-power consumption THz detection platforms based on polaritonic-thermoelectric transduction.<\/jats:p>","DOI":"10.1021\/acsphotonics.6c00272","type":"journal-article","created":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T15:50:52Z","timestamp":1780329052000},"page":"4505-4517","source":"Crossref","is-referenced-by-count":2,"title":["Enhanced Terahertz\nPhotoresponse via Acoustic Plasmon\nCavity Resonances in Scalable Graphene"],"prefix":"10.1021","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3327-078X","authenticated-orcid":true,"given":"Domenico","family":"De 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