3 papers
cs.LG2026
KANO: Kolmogorov-Arnold Neural Operator
Jin Lee, Ziming Liu, Xinling Yu +4
We introduce Kolmogorov--Arnold Neural Operator (KANO), a dual-domain neural operator jointly parameterized by both spectral and spatial bases with intrinsic symbolic interpretabil…
cs.ET2026
Robustness Verification of Binary Neural Networks: An Ising and Quantum-Inspired Framework
Rahul Singh, Seyran Saeedi, Zheng Zhang
Binary neural networks (BNNs) are increasingly deployed in edge computing applications due to their low hardware complexity and high energy efficiency. However, verifying the robus…
cond-mat.stat-mech2026
Classical Resolution of the Gibbs Paradox from the Equal Probability Principle: An Informational Perspective
Zheng Zhang
The Gibbs paradox is a conventional paradox in classical statistical mechanics, typically resolved by invoking quantum indistinguishability through the 1/N! correction. In this let…