Martin Magill

Data-Free Deep Neural Networks for Solving Partial Differential Equations in Nanobiophysics

Martin Magill, Andrew Nagel, Hendrick W. de Haan, 2019 .

Neural Networks Trained to Solve Differential Equations Learn General Representations

Martin Magill, Hendrick W. de Haan, Faisal Qureshi, 2018, NeurIPS.

Neural Network Solutions to Differential Equations in Non-Convex Domains: Solving the Electric Field in the Slit-Well Microfluidic Device

Martin Magill, Hendrick W. de Haan, Andrew M. Nagel, 2020 .