MechReasoner: A Simulator and Benchmark for Mechanistic Reasoning in Qualitative Physics.

arXiv:2609.34636v1 Announce Type: new Abstract: This work introduces MechReasoner, a mechanistic qualitative simulator grounded in confluence-based qualitative physics, together with a benchmark for mechanistic inference. Current large language models (LLMs) g