David A. Najera-Flores

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 3

Top Topics

Trained Neural Networks

Mechanical Systems

Structure Preserving

Top Venues

Preregister@NeurIPS

Neural Comput. Appl.

Publications

Harsh Sharma, David A. Najera-Flores, Michael D. Todd, Boris Kramer
Lagrangian operator inference enhanced with structure-preserving machine learning for nonintrusive model reduction of mechanical systems. CoRR (2024)
Adam R. Brink, David A. Najera-Flores, Cari Martinez
The neural network collocation method for solving partial differential equations. Neural Comput. Appl. 33 (11) (2021)
Carianne Martinez, David A. Najera-Flores, Adam R. Brink, D. Dane Quinn, Eleni N. Chatzi, Stephanie Forrest
Confronting Domain Shift in Trained Neural Networks. Preregister@NeurIPS (2020)