Integrating Simulation and Chain-of-thought Reasoning in Multimodal-Language Models For Physical Reasoning.

arXiv:2610.19441v1 Announce Type: new Abstract: Multimodal language models often need to reason about the physical dynamics of the world in order to answer questions appropriately. Various methods have emerged for solving physical reasoning tasks, and in parti