Physics-Informed Neural Network Frameworks for the Analysis of Engineering and Biological Dynamical Systems Governed by Ordinary Differential Equations. - Tyrus Whitman; Andrew Particka; Christopher Diers; Ian Griffin; Charuka D. Wickramasinghe; Pradeep K. Ranaweera (CoRR, 2025)