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Efficient Multi-Agent Optimization of Optical Power in S+C+L-Band Systems

Electrical Engineering and Systems Science > Systems and Control [Submitted on 4 Jun 2026] Title:Efficient Multi-Agent Optimization of Optical Power in S+C+L-Band Systems View PDF HTML (experimental)Abstract:We propose an AI Agent tailored for link power management in multi-band systems. In S+C+L band span-level study, the agent efficiently solves various optimization objectives.

arXiv CS 5d ago

Two-component exciton condensates in an electron–hole bilayer

Abstract Macroscopic quantum coherence emerges when bosons condense into a Bose–Einstein condensate (BEC)1,2,3,4,5. Excitons are a long-sought solid-state route to high-temperature BECs with strong interactions, electrical tunability and potentially multicomponent spinor order, but conclusive evidence for equilibrium condensation has remained elusive. Here we report evidence for two-component exciton BECs in MoSe2/hBN/WSe2 electron–hole bilayers6,7,8,9 by probing the spin–valley...

Nature 17h ago

36-year-old's fitness company was 'a week away' from bankruptcy—now it's valued at $10.1 billion

For Will Ahmed, the road to building a $10.1 billion fitness startup began with what he calls "the ultimate betrayal." Launched in 2012, the Boston-based fitness wearables company now has more than 2.7 million users across the globe. Those customers use Whoop's screen-free wrist devices to track a wide range of biometric data around the clock, from sleep quality to how their bodies perform during exercise and recovery.

CNBC 1d ago

Light-induced quantum friction of carbon nanotubes in water

Abstract Friction slows down moving objects at both macroscopic and microscopic scales1. At the electronic level, quantum friction describes direct transfer of momentum between a liquid and the electrons of a solid2. Owing to its microscopic nature, this phenomenon remains experimentally challenging to capture3.

Nature 17h ago

We can predict space weather—what if we could also stop it?

We can predict space weather—what if we could also stop it? Stephanie Baum Scientific Editor Robert Egan Associate Editor The weather on Earth can get pretty messy sometimes. But in space, it can be wild, and the effects can be far-reaching.

Phys.org 6d ago