Lightweight framework boosts cross-domain microseismic signal classification for underground engineering
Peer-Reviewed Publication
Updates every hour. Last Updated: 14-Apr-2026 14:16 ET (14-Apr-2026 18:16 GMT/UTC)
Struggling with microseismic signal classification in deep underground engineering? Researchers from Sichuan University developed the LRE-UDAF framework, a lightweight, noise-robust solution for cross-domain identification. It excels in resource-poor, noisy settings, boosts classification accuracy significantly across real projects, and paves the way for better disaster early warning in underground construction.
A research paper by scientists at Gongli Hospital of Pudong New Area presented developed a sonodynamic nanoplatform that simultaneously eradicates primary breast tumors via ferroptosis and apoptosis and blocks their spread to bone tissues.
The research paper, published on Mar 23, 2026 in the journal Cyborg and Bionic Systems.
A research paper by scientists at University of Oxford presented a humanoid robotic bioreactor capable of delivering human-like shoulder motions to engineered tendon constructs, enabling controlled multiaxial stimulation with real-time strain monitoring.
The research paper, published on Mar 24, 2026 in the journal Cyborg and Bionic Systems.
Solid-state lithium (Li) batteries offer high-energy density and operational safety but face sluggish Li+ transport in polymer/ceramic composite solid-state electrolytes. Herein, we propose a bioinspired polyphenol-gated interfacial engineering that mimics ion-selective protein channels to enhance Li+-selective transport across the polymer–ceramic interface. Polyphenols such as polydopamine, poly-tannic acid, and poly-gallic acid chemically couple La0.56Li0.33TiO3 ceramic nanofibers and glycidyl polyether matrix. Within this interface, carbonyl groups selectively coordinate Li⁺ and facilitate directional migration. On the other hand, hydroxyl and amino groups immobilize anions via hydrogen bonding. This chemical gating nearly doubles interfacial Li+ concentration and boosts transference number to 0.68. The corresponding Li||LiFePO4 battery exhibits stable cycling over 600 cycles with 85.5% capacity retention at 1 C, while the pouch cell delivers reliable operation under mechanical stress caused by bending and puncturing. This work demonstrates that polyphenol-gated interfaces are essential for promoting selective and efficient cross-phase Li⁺ transport for high-performance solid-state lithium-metal batteries.
A task-driven AI-native architecture for 6G is unveiled in Engineering study, addressing key challenges in fusing AI with next-gen mobile networks. The design balances diverse AI service needs, network reliability and resource efficiency, with validated feasibility and clear 6G standardization guidance for seamless AI-communication integration.