Confronting Domain Shift in Trained Neural Networks. - Carianne Martinez; David A. Najera-Flores; Adam R. Brink; D. Dane Quinn; Eleni N. Chatzi; Stephanie Forrest (Preregister@NeurIPS, 2020)

The neural network collocation method for solving partial differential equations. - Adam R. Brink; David A. Najera-Flores; Cari Martinez (Neural Comput. Appl., 2021)

Lagrangian operator inference enhanced with structure-preserving machine learning for nonintrusive model reduction of mechanical systems. - Harsh Sharma; David A. Najera-Flores; Michael D. Todd; Boris Kramer (CoRR, 2024)