Jiachen Liu
2 papers · Latest:
Machine Learning
The Last Human-Written Paper: Agent-Native Research Artifacts
Ara is a new protocol for machine-executable research packages, enhancing AI's ability to understand, reproduce, and extend scientific work by preserving full research context.
2604.24658
Exoplanets & Planetary ScienceThree-dimensional transport-induced chemistry on temperate sub-Neptune K2-18b, Part II: the combined effects of atmospheric dynamics and chemical reactions
This study uses a 3D model to explore transport-induced chemistry on exoplanet K2-18b, showing how dynamics increase CO/CO2 and homogenize composition.
2604.07987
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