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Solid-state power harvesting can now run continuously across both day and night with zero moving parts or control circuitry, beating static emitters by up to 63% via self-switching thermochromic thin films.
Radiative heat transfer can exceed the classical blackbody limit by a staggering 2,600-fold across a 10-nanometer gap, proving that near-field evanescent coupling can be harnessed for switchable, non-contact thermal regulation.
Achieve more human-like empathy in multimodal response generation by explicitly modeling the hierarchical progression of emotion perception and iteratively refining responses to eliminate emotional biases.
Ring-based DPFs slash key sizes and communication overhead in error-detecting private information retrieval, finally making itED-PIR practical for high-security, large-scale deployments.
PDE foundation models can be surprisingly effective weather emulators for other planets, even with limited data and compute.