data assimilation 1disease modeling 1ensemble kalman filter 1partial observations 1sparse identification 1
From the 1 of 2 linked papers with an AI index.
2 papers
q-bio.PE2026
Hybrid SINDy-EnKF in Learning Chikungunya Dynamics from Incomplete, Noisy or Partially Observed Data
Bernard Asamoah Afful, Changhong Mou, Luis Gordillo
The paper introduces a hybrid framework that combines Sparse Identification of Nonlinear Dynamics (SINDy) with the Ensemble Kalman Filter (EnKF) to learn and predict Chikungunya vi…
q-bio.PE2026
The Curse of Black Sigatoka: A Backward Bifurcation Perspective
Bernard Asamoah Afful, Luis F. Gordillo
Black Sigatoka disease (BSD), also known as black leaf streak disease, is an airborne fungal infection caused by \textit{Pseudocercospora fijiensis} that severely impacts global ba…