Simulations show a path to 'ideal glass' with crystal-like entropy

The types of glass that we encounter in everyday life, such as window glass or smartphone screens, are disordered solids. This means that they consist of particles locked in place, like those in ...
IEEE

Speeding up Composite Power System Reliability Evaluation via Efficient Random Line Importance Sampling Combined with Cross-Entropy Method

Abstract: Composite power system reliability evaluation using Monte Carlo simulation often suffers from high computational cost due to the difficulty in capturing rare loss-of-load states. To address ...
IEEE

Maximum Likelihood DOA Estimation Method Based on Matrix Completion in Non-Uniform Noise Environment

Abstract: For the estimation of the direction of reach in non-uniform noise environment, the method is proposed by applying Matrix Completion theory (Matrix Completion, MC) combined with the Improved ...
GitHub

RENT: Reinforcement Learning via Entropy Minimization

RENT is an unsupervised method for training reasoning LLMs by minimizing entropy. We demonstrate on a variety of datasets and models that RENT improves model performance without using any ground truth ...