Press
Coverage of our research in the media.
2026
Biogeochemistry-Informed Neural Network (BINN v1.0) for improving accuracy of model prediction and scientific understanding of soil organic carbon storage
Geoscientific Model Development
An end-to-end deep learning framework that maps environmental covariates to the parameters of a process-based model, enabling efficient multi-objective optimization with causal-inference capacity.
2025
Large CO₂ removal potential of woody debris preservation in managed forests
Nature Geoscience
A theoretical test of burying wood in soils as a scalable carbon dioxide removal method.
2024
Size, distribution, and vulnerability of the global soil inorganic carbon
Science
A global assessment of soil inorganic carbon storage and its vulnerability to climate change.
2023
Microbial carbon use efficiency promotes global soil carbon storage
Nature
The first global-scale measure of the relative importance of microbial processes in the soil carbon cycle — microbial carbon use efficiency matters at least four times more than any other process, including decomposition and plant input.