2 papers
cs.AI2026
ProjectionBench: Evaluating Scientific Hypothesis Generation in LLMs Under Progressive Information Disclosure
A. J. Lew, Y. Cao, M. J. Buehler
Scientific discovery is an inherently creative and uncertain process, requiring reasoning beyond the recall of known knowledge. While many benchmarks have been proposed to evaluate…
cs.LG2026
LEIA: Learned Environment for Interactive Architected Materials
Haiqian Yang, Yuan Cao, Markus J. Buehler
World models have enabled interactive exploration of game environments and robotic manipulation, but physical engineering remains beyond their reach: real materials exhibit nonline…