The Oracle of DLphi. - Dominik Alfke; Weston Baines; Jan Blechschmidt; Mauricio J. del Razo Sarmina; Amnon Drory; Dennis Elbrächter; Nando Farchmin; Matteo Gambara; Silke Glas; Philipp Grohs; Peter Hinz; Danijel Kivaranovic; et al. (CoRR, 2019)

Error estimation for second-order PDEs in non-variational form. - Jan Blechschmidt; Roland Herzog; Max Winkler (CoRR, 2019)

Three Ways to Solve Partial Differential Equations with Neural Networks - A Review. - Jan Blechschmidt; Oliver G. Ernst (CoRR, 2021)

A comparison of PINN approaches for drift-diffusion equations on metric graphs. - Jan Blechschmidt; Jan-Frederik Pietschmann; Tom-Christian Riemer; Martin Stoll; Max Winkler (CoRR, 2022)

Physics-Informed DeepONets for drift-diffusion on metric graphs: simulation and parameter identification. - Jan Blechschmidt; Tom-Christian Riemer; Max Winkler; Martin Stoll; Jan-Frederik Pietschmann (CoRR, 2025)