Alan Williams, Christopher Leon, Alexander Scheinker. QP Based Constrained Optimization for Reliable PINN Training. In Necmiye Ozay, Laura Balzano, Dimitra Panagou, Alessandro Abate, editors, 7th Annual Learning for Dynamics & Control Conference, Ann Arbor, MI, USA, 4-6 June 2025. Volume 283 of Proceedings of Machine Learning Research, pages 1090-1101, PMLR, 2025. [doi]
@inproceedings{WilliamsLS25,
title = {QP Based Constrained Optimization for Reliable PINN Training},
author = {Alan Williams and Christopher Leon and Alexander Scheinker},
year = {2025},
url = {https://proceedings.mlr.press/v283/williams25a.html},
researchr = {https://researchr.org/publication/WilliamsLS25},
cites = {0},
citedby = {0},
pages = {1090-1101},
booktitle = {7th Annual Learning for Dynamics & Control Conference, Ann Arbor, MI, USA, 4-6 June 2025},
editor = {Necmiye Ozay and Laura Balzano and Dimitra Panagou and Alessandro Abate},
volume = {283},
series = {Proceedings of Machine Learning Research},
publisher = {PMLR},
}