3 papers
cs.AI2026
Discovering High Level Patterns from Simulation Traces
Sean Memery, Kartic Subr
Large Language Models (LLMs) are unable to reliably reason about specific physical systems. Attempts to imbue LLMs with knowledge of the necessary physics concepts have shown great…
cs.LG2025
xInv: Explainable Optimization of Inverse Problems
Sean Memery, Kevin Denamganai, Anna Kapron-King +1
Inverse problems are central to a wide range of fields, including healthcare, climate science, and agriculture. They involve the estimation of inputs, typically via iterative optim…
cs.AI2025
CueTip: An Interactive and Explainable Physics-aware Pool Assistant
Sean Memery, Kevin Denamganai, Jiaxin Zhang +3
We present an interactive and explainable automated coaching assistant called CueTip for a variant of pool/billiards. CueTip's novelty lies in its combination of three features: a…