2 papers
cs.AI2025
Think in Blocks: Adaptive Reasoning from Direct Response to Deep Reasoning
Yekun Zhu, Guang Chen, Chengjun Mao
Large Language Models (LLMs) with chains-of-thought have demonstrated strong performance on an increasing range of tasks, particularly those involving complex logical reasoning. Ho…
cs.LG2025
DeepRTE: Pre-trained Attention-based Neural Network for Radiative Transfer
Yekun Zhu, Min Tang, Zheng Ma
In this paper, we propose a novel neural network approach, termed DeepRTE, to address the steady-state Radiative Transfer Equation (RTE). The RTE is a differential-integral equatio…