2 papers
cs.AI2026
Socratic agents for autonomous scientific discovery in high-dimensional physical systems
Xianrui Zeng, Pengfei Liu, Yirui Zang +5
The automation of scientific discovery has reached an inflection point. While AI systems now operate instruments, optimize parameters and generate hypotheses, most remain procedura…
physics.optics2025
A power-in-bucket model enabled designs of nanostructure-enhanced waveguides for highly efficient wide-angle light couplings
Wenbo Luo, Yitong Gu, Jianwei Wang +5
Well-designed nanostructures on fiber facets can boost wide-angle light coupling and thus gain considerable attention because of the potential for intensive applications. However,…