A scalable framework for quantifying field-level agricultural carbon outcomes

K Guan, Z **, B Peng, J Tang, EH DeLucia… - Earth-Science …, 2023 - Elsevier
Agriculture contributes nearly a quarter of global greenhouse gas (GHG) emissions, which is
motivating interest in adopting certain farming practices that have the potential to reduce …

Causal hybrid modeling with double machine learning

KH Cohrs, G Varando, N Carvalhais… - arxiv preprint arxiv …, 2024 - arxiv.org
Hybrid modeling integrates machine learning with scientific knowledge to enhance
interpretability, generalization, and adherence to natural laws. Nevertheless, equifinality and …