A new AI model learns to "think" longer on hard problems, achieving more robust reasoning and better generalization to novel, unseen tasks.

A dynamic method to solve the general Nonlinear Programming (NLP) problem, inspired by the Lyapunov continuous-time dynamics stability theory in the control field, is proposed. The optimal solution is ...

In this paper, we propose a low-light image enhancement method based on multi-scale network fusion to solve the problems of images in low-light environments. Aiming at the problem that the effective ...

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.