2 papers
cs.LG2026
Generalizing Dynamics Modeling More Easily from Representation Perspective
Yiming Wang, Zhengnan Zhang, Genghe Zhang +7
Learning system dynamics from observations is a critical problem in many applications over various real-world complex systems, e.g., climate, ecology, and fluid systems. Recently,…
cs.LO2026
Delta1 with LLM: symbolic and neural integration for credible and explainable reasoning
Yang Xu, Jun Liu, Shuwei Chen +2
Neuro-symbolic reasoning increasingly demands frameworks that unite the formal rigor of logic with the interpretability of large language models (LLMs). We introduce an end to end…