Neural network-based left ventricle geometry prediction from CMR images with application in biomechanics. - Lukasz Romaszko; Agnieszka Borowska; Alan Lazarus; David Dalton; Colin Berry; Xiaoyu Luo; Dirk Husmeier; Hao Gao 002 (Artif. Intell. Medicine, 2021)

Image-based estimation of the left ventricular cavity volume using deep learning and Gaussian process with cardio-mechanical applications. - Arash Rabbani; Hao Gao 002; Alan Lazarus; David Dalton; Yuzhang Ge; Kenneth Mangion; Colin Berry; Dirk Husmeier (Comput. Medical Imaging Graph., 2023)

Physics and Lie symmetry informed Gaussian processes. - David Dalton; Dirk Husmeier; Hao Gao 002 (ICML, 2024)

Graph Neural Network Surrogates for Contacting Deformable Bodies with Necessary and Sufficient Contact Detection. - Vijay K. Dubey; Collin E. Haese; Osman Gültekin; David Dalton; Manuel K. Rausch; Jan Niklas Fuhg (CoRR, 2025)