2 papers
math.PR2026
The circle packing and Riemann uniformization embedding of the mated-CRT map converges to Liouville quantum gravity
Nina Holden, Pu Yu
We prove that the mated-CRT map converges to Liouville quantum gravity under circle packing and the Riemann uniformization embedding. The proof is based on our recent work on circl…
cs.LG2026
Physics-Informed Neural Plasticity: PDE Solvers That Reshape Themselves
Chun-Wun Cheng, Bingcheng Hu, Angelica I. Aviles-Rivero
Physics-informed neural PDE solvers adapt their parameters to satisfy governing equations, yet their representational structure typically remains fixed throughout training. This ri…