2 papers
cs.HC2026
Evaluating human-AI workflows for field research in viticulture
Niko Carvajal Janke, Daoyuan Jin, Shivranjani Baruah +4
We assessed the value of two live human-AI interactions in a precision disease control project in California vineyards. The project tested whether 2021-2024 commercial scouting rec…
cs.AI2025
Aleks: AI powered Multi Agent System for Autonomous Scientific Discovery via Data-Driven Approaches in Plant Science
Daoyuan Jin, Nick Gunner, Niko Carvajal Janke +3
Modern plant science increasingly relies on large, heterogeneous datasets, but challenges in experimental design, data preprocessing, and reproducibility hinder research throughput…