“The platform exploits engineered darkness within computer-generated holograms to spatially localize inward mass transport and directly produce positive, protruding microreliefs.”

“The proposed DRL controllers achieve online inference times of 0.6 ms per decision versus roughly 370-550 ms for AO-WMMSE solvers.”

“The paper demonstrates 'the generation of unclonable keys for one-time pad encryption which can be reconfigured on the fly by applying small voltages to on-chip thermo-optic elements.'”

“The paper envisions up to 1 Tbps per link, aggregate throughput up to 10 Tbps via spatial multiplexing, sub-50 ns single-hop latency, and sub-10 pJ/bit energy efficiency over 20m.”

““Owing to the transparency of Sb2Se3 in both its amorphous and crystalline states, a high Q-factor on the order of 10^3 is preserved-representing nearly an order-of-magnitude improvement over previous GST-based devices.””

“The article likely discusses the specific implementation of the RIS, the algorithms used for controlling it, and the resulting performance improvements in terms of sidelobe levels and possibly other antenna parameters.”

“The paper analyzes various hybrid quantum-classical machine learning (ML) models to improve beam prediction performance.”

“Neglecting the PEs in the PDAs leads to an overestimation of the RIS performance gain, explaining the discrepancies between theoretical and measured results.”

“The article likely contains technical details about the resonator's design, fabrication process, and performance characteristics. It would also discuss the electro-optic control mechanism and its impact on the coupling strength.”

“The core idea is to exploit encoded pilots (EP), enabling the use of both pilot and parity bits to iteratively refine channel estimates.”

“The proxy MNT model predicts the reflected field at the feeds and the radiated field with accuracies of 40.3 dB and 37.7 dB, respectively, significantly outperforming a simpler benchmark model.”

“RDARS offers a highly energy-efficient alternative of enhancing coverage in sub-6GHz systems, while active RIS is significantly more energy-efficient in mmWave systems.”

“Temporal Bragg gratings are a key component.”

“The article focuses on joint resource allocation in multi-active RIS-aided uplink communications.”

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“The article's focus is on designing a relative localization system.”

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“The research focuses on movable-RIS assisted ISAC with imperfect sense estimation.”

“The article describes a Segmented Heater-Driven, Low-Loss, Reconfigurable Photonic Phase-Change Material-Based Phase Shifter.”

“The article likely explores fundamentals and distributed optimization.”

“The article's context indicates it's available on ArXiv, suggesting it's a pre-print research paper.”

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“Semi-Blind Joint Channel and Symbol Estimation for Beyond Diagonal Reconfigurable Surfaces”

“The article is sourced from ArXiv, indicating a peer-reviewed research paper.”

“The article's context indicates the framework is designed for settings with multiple tasks.”

“Kunle explains the core idea of building computers that are dynamically configured to match the dataflow graph of an AI model, moving beyond the traditional instruction-fetch paradigm of CPUs and GPUs.”

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