2 papers
cs.CE2025
Newton to Einstein: Axiom-Based Discovery via Game Design
Pingchuan Ma, Benjamin Tod Jones, Tsun-Hsuan Wang +4
This position paper argues that machine learning for scientific discovery should shift from inductive pattern recognition to axiom-based reasoning. We propose a game design framewo…
cs.CV2025
MetaGen: A DSL, Database, and Benchmark for VLM-Assisted Metamaterial Generation
Liane Makatura, Benjamin Jones, Siyuan Bian +1
Metamaterials are micro-architected structures whose geometry imparts highly tunable-often counter-intuitive-bulk properties. Yet their design is difficult because of geometric com…