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.optics2026
Physics-guided foundation model for universal speckle removal in ultrathin multimode fiber imaging
Xianrui Zeng, Yirui Zang, Pengfei Liu +4
Ultrathin multimode fibers (MMFs) promise endoscopes with hair-scale diameters for accessing sub-millimeter anatomy, but in MMF far-field imaging the required small collection aper…