2 papers
cs.LG2026
PertMind: Eliciting Emergent Biological Reasoning in LLM via Reinforcement Learning on Cellular Perturbation Data
Zhenchao Tang, Xiaogang Xu, Tianxu Lv +8
Large language models can describe mechanisms, yet scalable post-training still depends on costly, manually curated biological reasoning traces. Here we show that cellular perturba…
physics.plasm-ph2026
AlgoPlasma: Open Algorithms for Plasma Modeling
Yinjian Zhao, Zhongping Zhao, Zhe Liu +9
AlgoPlasma is an open-source library in which core numerical algorithms for plasma modeling are implemented as modular, well-documented, and independently testable components. Rath…