Monique Oliveira

@mnqoliveira.bsky.social

📢 Tomorrow (27th May) at 16:00 CET, join our next online seminar on knowledge-guided machine learning for crop growth modelling! We will be hearing from Jingye Han, a researcher at Wageningen University. Open to all - get in touch for the Zoom link or join the AgML mailing list.

Knowledge-guided machine learning for crop growth modelling

The process-based crop modeling paradigm originated in the 1960s. Despite their widespread use, crop models are constrained by fixed representations of underlying processes and the difficulty of parameter estimation. Moreover, improvements to these models can typically only be made by a small group of experts, leading to inefficiencies. Data-driven approaches offer the potential to become the next-generation modeling paradigm for crops, enabling greater use of data while reducing reliance on manual effort. This talk will explore data-driven crop growth modeling, with an emphasis on how to incorporate domain knowledge to address overfitting issues caused by sparse data, and will offer perspectives on the future development of data-driven crop models.
Lily-belle Sweet@lilybellesweet.bsky.social · last yr.

If you, like us, think that these kinds of community activity are needed, we warmly invite you to get involved in AgML. So far, we've created benchmark datasets, organised a workshop, Kaggle competition and there's so much more we'd like to do - join our mailing list: mail.agml.org/mailman/list...

📢 Today at 16:00 CET: Vasileios Sitokonstantinou presents research on invariant (causal) learning for robust yield predictions, kicking off our monthly seminar series on AI for agricultural research & modelling. Reach out for Zoom link, mailing list members will receive it by email. See you there!

Lily-belle Sweet@lilybellesweet.bsky.social · last yr.

If you, like us, think that these kinds of community activity are needed, we warmly invite you to get involved in AgML. So far, we've created benchmark datasets, organised a workshop, Kaggle competition and there's so much more we'd like to do - join our mailing list: mail.agml.org/mailman/list...