Publications & working papers

Selected publications and developing work from the Causal Biosystems Lab community.

Working papers

In preparation
A hybrid mechanistic potato growth model integrating knowledge-guided machine learning and postulate-audited physiological inference
KJM et al.
Mechanistic light capture, radiation-use efficiency and partitioning within a trainable physiological graph.
In preparation
Frozen phenotypic reference spaces for crop ranking across environments
KJM et al.
Reusable phenomic reference spaces for persistence, transfer, sensor relocation and selection.
In preparation
Hybrid ensemble deep learning with empirical priors for predicting soil available water capacity
KJM et al.
Knowledge-guided soil machine learning that balances predictive accuracy with interpretable domain relationships.

Selected publications

2026 · Preprint
Latest Causal Biosystems Lab preprint
bioRxiv · DOI: 10.64898/2026.07.24.740625v1

For the full and most current record, visit Dr Mhango’s Harper Adams profile or ORCID.