Forecasting Soil Moisture Using Domain Inspired Temporal Graph Convolution Neural Networks To Guide Sustainable Crop Management. - Muneeza Azmat; Malvern Madondo; Arun Bawa; Kelsey Dipietro; Raya Horesh; Michael Jacobs 005; Raghavan Srinivasan; Fearghal O'Donncha (IJCAI, 2023)

A SWAT-based Reinforcement Learning Framework for Crop Management. - Malvern Madondo; Muneeza Azmat; Kelsey Dipietro; Raya Horesh; Michael Jacobs 005; Arun Bawa; Raghavan Srinivasan; Fearghal O'Donncha (CoRR, 2023)

Learning Control Policies of Hodgkin-Huxley Neuronal Dynamics. - Malvern Madondo; Deepanshu Verma; Lars Ruthotto; Nicholas Au Yong (CoRR, 2023)

Patient-Specific Deep Reinforcement Learning for Automatic Replanning in Head-and-Neck Cancer Proton Therapy. - Malvern Madondo; Yuan Shao; Yingzi Liu; Jun Zhou 025; Xiaofeng Yang 005; Zhen Tian (CoRR, 2025)

Automated Treatment Planning for Interstitial HDR Brachytherapy for Locally Advanced Cervical Cancer using Deep Reinforcement Learning. - Mohammadamin Moradi; Runyu Jiang; Yingzi Liu; Malvern Madondo; Tianming Wu; James J. Sohn; Xiaofeng Yang; Yasmin Hasan; Zhen Tian (CoRR, 2025)