Abstract: This study investigates how LED lighting affects plant growth using Logistic Regression and SHAP-based Explainable AI. Five agriculture datasets were analyzed, and models including SVM and ...

While Multimodal Large Language Models demonstrate strong semantic capabilities, they often suffer from spatial blindness and struggle with fine-grained geometric reasoning and physical dynamics.

Abstract: In this work, we introduce a novel large language model (LLM)-based masking mutation operator for Genetic Improvement (GI), which leverages code completion capabilities of large language ...